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		<wp:postmeta>
			<wp:meta_key>_menu_item_url</wp:meta_key>
			<wp:meta_value><![CDATA[#]]></wp:meta_value>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_mega_menu</wp:meta_key>
			<wp:meta_value><![CDATA[0]]></wp:meta_value>
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	<item>
		<title>Forums</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/09/12/forums/</link>
		<pubDate>Sat, 12 Sep 2015 04:55:07 +0000</pubDate>
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		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=304</guid>
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		<wp:post_id>304</wp:post_id>
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		<wp:post_date_gmt>2015-09-12 04:55:07</wp:post_date_gmt>
		<wp:comment_status>closed</wp:comment_status>
		<wp:ping_status>closed</wp:ping_status>
		<wp:post_name>forums</wp:post_name>
		<wp:status>publish</wp:status>
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		<wp:menu_order>1</wp:menu_order>
		<wp:post_type>nav_menu_item</wp:post_type>
		<wp:post_password></wp:post_password>
		<wp:is_sticky>0</wp:is_sticky>
		<category domain="nav_menu" nicename="top-bar-menu"><![CDATA[Top Bar Menu]]></category>
		<wp:postmeta>
			<wp:meta_key>_menu_item_type</wp:meta_key>
			<wp:meta_value><![CDATA[custom]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_menu_item_menu_item_parent</wp:meta_key>
			<wp:meta_value><![CDATA[0]]></wp:meta_value>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_object_id</wp:meta_key>
			<wp:meta_value><![CDATA[304]]></wp:meta_value>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_object</wp:meta_key>
			<wp:meta_value><![CDATA[custom]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_menu_item_target</wp:meta_key>
			<wp:meta_value><![CDATA[]]></wp:meta_value>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_classes</wp:meta_key>
			<wp:meta_value><![CDATA[a:1:{i:0;s:0:"";}]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_menu_item_xfn</wp:meta_key>
			<wp:meta_value><![CDATA[]]></wp:meta_value>
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			<wp:meta_key>_menu_item_url</wp:meta_key>
			<wp:meta_value><![CDATA[#]]></wp:meta_value>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_mega_menu</wp:meta_key>
			<wp:meta_value><![CDATA[0]]></wp:meta_value>
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		<title>Advertising</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/09/12/advertising/</link>
		<pubDate>Sat, 12 Sep 2015 04:55:07 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=305</guid>
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		<wp:post_id>305</wp:post_id>
		<wp:post_date>2015-09-12 04:55:07</wp:post_date>
		<wp:post_date_gmt>2015-09-12 04:55:07</wp:post_date_gmt>
		<wp:comment_status>closed</wp:comment_status>
		<wp:ping_status>closed</wp:ping_status>
		<wp:post_name>advertising</wp:post_name>
		<wp:status>publish</wp:status>
		<wp:post_parent>0</wp:post_parent>
		<wp:menu_order>2</wp:menu_order>
		<wp:post_type>nav_menu_item</wp:post_type>
		<wp:post_password></wp:post_password>
		<wp:is_sticky>0</wp:is_sticky>
		<category domain="nav_menu" nicename="top-bar-menu"><![CDATA[Top Bar Menu]]></category>
		<wp:postmeta>
			<wp:meta_key>_menu_item_type</wp:meta_key>
			<wp:meta_value><![CDATA[custom]]></wp:meta_value>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_menu_item_parent</wp:meta_key>
			<wp:meta_value><![CDATA[0]]></wp:meta_value>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_object_id</wp:meta_key>
			<wp:meta_value><![CDATA[305]]></wp:meta_value>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_object</wp:meta_key>
			<wp:meta_value><![CDATA[custom]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_menu_item_target</wp:meta_key>
			<wp:meta_value><![CDATA[]]></wp:meta_value>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_classes</wp:meta_key>
			<wp:meta_value><![CDATA[a:1:{i:0;s:0:"";}]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_menu_item_xfn</wp:meta_key>
			<wp:meta_value><![CDATA[]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_menu_item_url</wp:meta_key>
			<wp:meta_value><![CDATA[#]]></wp:meta_value>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_mega_menu</wp:meta_key>
			<wp:meta_value><![CDATA[0]]></wp:meta_value>
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	<item>
		<title>Careers</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/09/12/careers/</link>
		<pubDate>Sat, 12 Sep 2015 04:55:07 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=306</guid>
		<description></description>
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		<wp:post_id>306</wp:post_id>
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		<wp:post_date_gmt>2015-09-12 04:55:07</wp:post_date_gmt>
		<wp:comment_status>closed</wp:comment_status>
		<wp:ping_status>closed</wp:ping_status>
		<wp:post_name>careers</wp:post_name>
		<wp:status>publish</wp:status>
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		<wp:menu_order>3</wp:menu_order>
		<wp:post_type>nav_menu_item</wp:post_type>
		<wp:post_password></wp:post_password>
		<wp:is_sticky>0</wp:is_sticky>
		<category domain="nav_menu" nicename="top-bar-menu"><![CDATA[Top Bar Menu]]></category>
		<wp:postmeta>
			<wp:meta_key>_menu_item_type</wp:meta_key>
			<wp:meta_value><![CDATA[custom]]></wp:meta_value>
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			<wp:meta_key>_menu_item_menu_item_parent</wp:meta_key>
			<wp:meta_value><![CDATA[0]]></wp:meta_value>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_object_id</wp:meta_key>
			<wp:meta_value><![CDATA[306]]></wp:meta_value>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_object</wp:meta_key>
			<wp:meta_value><![CDATA[custom]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_menu_item_target</wp:meta_key>
			<wp:meta_value><![CDATA[]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_menu_item_classes</wp:meta_key>
			<wp:meta_value><![CDATA[a:1:{i:0;s:0:"";}]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_menu_item_xfn</wp:meta_key>
			<wp:meta_value><![CDATA[]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_menu_item_url</wp:meta_key>
			<wp:meta_value><![CDATA[#]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_menu_item_mega_menu</wp:meta_key>
			<wp:meta_value><![CDATA[0]]></wp:meta_value>
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		<title>Contact Us</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/09/12/contact-us/</link>
		<pubDate>Sat, 12 Sep 2015 04:55:07 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=307</guid>
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		<wp:post_date_gmt>2015-09-12 04:55:07</wp:post_date_gmt>
		<wp:comment_status>closed</wp:comment_status>
		<wp:ping_status>closed</wp:ping_status>
		<wp:post_name>contact-us</wp:post_name>
		<wp:status>publish</wp:status>
		<wp:post_parent>0</wp:post_parent>
		<wp:menu_order>4</wp:menu_order>
		<wp:post_type>nav_menu_item</wp:post_type>
		<wp:post_password></wp:post_password>
		<wp:is_sticky>0</wp:is_sticky>
		<category domain="nav_menu" nicename="top-bar-menu"><![CDATA[Top Bar Menu]]></category>
		<wp:postmeta>
			<wp:meta_key>_menu_item_type</wp:meta_key>
			<wp:meta_value><![CDATA[custom]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_menu_item_menu_item_parent</wp:meta_key>
			<wp:meta_value><![CDATA[0]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_menu_item_object_id</wp:meta_key>
			<wp:meta_value><![CDATA[307]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_menu_item_object</wp:meta_key>
			<wp:meta_value><![CDATA[custom]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_menu_item_target</wp:meta_key>
			<wp:meta_value><![CDATA[]]></wp:meta_value>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_classes</wp:meta_key>
			<wp:meta_value><![CDATA[a:1:{i:0;s:0:"";}]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_menu_item_xfn</wp:meta_key>
			<wp:meta_value><![CDATA[]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_menu_item_url</wp:meta_key>
			<wp:meta_value><![CDATA[#]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_menu_item_mega_menu</wp:meta_key>
			<wp:meta_value><![CDATA[0]]></wp:meta_value>
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	<item>
		<title>Home</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/09/12/home/</link>
		<pubDate>Sat, 12 Sep 2015 05:08:54 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=310</guid>
		<description></description>
		<content:encoded><![CDATA[]]></content:encoded>
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		<wp:post_id>310</wp:post_id>
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		<wp:post_date_gmt>2015-09-12 05:08:54</wp:post_date_gmt>
		<wp:comment_status>closed</wp:comment_status>
		<wp:ping_status>closed</wp:ping_status>
		<wp:post_name>home</wp:post_name>
		<wp:status>publish</wp:status>
		<wp:post_parent>0</wp:post_parent>
		<wp:menu_order>5</wp:menu_order>
		<wp:post_type>nav_menu_item</wp:post_type>
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		<wp:is_sticky>0</wp:is_sticky>
		<category domain="nav_menu" nicename="main-menu"><![CDATA[Main Menu]]></category>
		<wp:postmeta>
			<wp:meta_key>_menu_item_type</wp:meta_key>
			<wp:meta_value><![CDATA[post_type]]></wp:meta_value>
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			<wp:meta_key>_menu_item_menu_item_parent</wp:meta_key>
			<wp:meta_value><![CDATA[0]]></wp:meta_value>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_object_id</wp:meta_key>
			<wp:meta_value><![CDATA[18]]></wp:meta_value>
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			<wp:meta_key>_menu_item_object</wp:meta_key>
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			<wp:meta_key>_menu_item_target</wp:meta_key>
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			<wp:meta_key>_menu_item_classes</wp:meta_key>
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		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_menu_item_xfn</wp:meta_key>
			<wp:meta_value><![CDATA[]]></wp:meta_value>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_url</wp:meta_key>
			<wp:meta_value><![CDATA[]]></wp:meta_value>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_mega_menu</wp:meta_key>
			<wp:meta_value><![CDATA[0]]></wp:meta_value>
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		<title></title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/09/12/311/</link>
		<pubDate>Sat, 12 Sep 2015 05:13:31 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=311</guid>
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		<wp:post_date_gmt>2015-09-12 05:13:31</wp:post_date_gmt>
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		<wp:menu_order>6</wp:menu_order>
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		<category domain="nav_menu" nicename="main-menu"><![CDATA[Main Menu]]></category>
		<wp:postmeta>
			<wp:meta_key>_menu_item_type</wp:meta_key>
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			<wp:meta_key>_menu_item_menu_item_parent</wp:meta_key>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_object_id</wp:meta_key>
			<wp:meta_value><![CDATA[19]]></wp:meta_value>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_object</wp:meta_key>
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			<wp:meta_key>_menu_item_target</wp:meta_key>
			<wp:meta_value><![CDATA[]]></wp:meta_value>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_classes</wp:meta_key>
			<wp:meta_value><![CDATA[a:1:{i:0;s:0:"";}]]></wp:meta_value>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_xfn</wp:meta_key>
			<wp:meta_value><![CDATA[]]></wp:meta_value>
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			<wp:meta_key>_menu_item_url</wp:meta_key>
			<wp:meta_value><![CDATA[]]></wp:meta_value>
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		<wp:postmeta>
			<wp:meta_key>_menu_item_mega_menu</wp:meta_key>
			<wp:meta_value><![CDATA[0]]></wp:meta_value>
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		<title></title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/?p=316</link>
		<pubDate>Mon, 30 Nov -0001 00:00:00 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
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		<wp:menu_order>1</wp:menu_order>
		<wp:post_type>nav_menu_item</wp:post_type>
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			<wp:meta_key>_menu_item_type</wp:meta_key>
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			<wp:meta_key>_menu_item_object_id</wp:meta_key>
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			<wp:meta_key>_menu_item_object</wp:meta_key>
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			<wp:meta_key>_menu_item_classes</wp:meta_key>
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			<wp:meta_key>_menu_item_xfn</wp:meta_key>
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			<wp:meta_key>_menu_item_url</wp:meta_key>
			<wp:meta_value><![CDATA[]]></wp:meta_value>
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		<wp:postmeta>
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			<wp:meta_value><![CDATA[1442034809]]></wp:meta_value>
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		<title></title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/09/12/317/</link>
		<pubDate>Sat, 12 Sep 2015 05:13:42 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=317</guid>
		<description></description>
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		<wp:post_date_gmt>2015-09-12 05:13:42</wp:post_date_gmt>
		<wp:comment_status>closed</wp:comment_status>
		<wp:ping_status>closed</wp:ping_status>
		<wp:post_name>317</wp:post_name>
		<wp:status>publish</wp:status>
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<blockquote>The XYZ Doohickey Company was founded in 1971, and has been providing quality doohickeys to the public ever since. Located in Gotham City, XYZ employs over 2,000 people and does all kinds of awesome things for the Gotham community.</blockquote>

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		<title>Self-driving cars of the future can be fooled by fake signals</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/?p=42</link>
		<pubDate>Mon, 30 Nov -0001 00:00:00 +0000</pubDate>
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		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
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		<title>Classic Demo</title>
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		<pubDate>Sun, 13 Sep 2015 03:52:53 +0000</pubDate>
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		<title>All Features</title>
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		<pubDate>Sun, 13 Sep 2015 03:52:53 +0000</pubDate>
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		<title>Purchase Now</title>
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		<pubDate>Sun, 13 Sep 2015 03:52:53 +0000</pubDate>
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		<title>Life &amp; Tech</title>
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		<pubDate>Sun, 13 Sep 2015 03:54:07 +0000</pubDate>
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		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/09/13/340/</link>
		<pubDate>Sun, 13 Sep 2015 03:54:07 +0000</pubDate>
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		<pubDate>Sun, 13 Sep 2015 03:54:07 +0000</pubDate>
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		<title>Apple’s mobile ad blocking will hasten the death of online advertising</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/?p=381</link>
		<pubDate>Mon, 30 Nov -0001 00:00:00 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
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		<content:encoded><![CDATA[For regulatory purposes, “artificial” is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the “or” allows for the possible future use of modified biological materials.
&lt;h2&gt;Defining the terms: artificial and intelligence&lt;/h2&gt;
From a philosophical perspective, “intelligence” is a vast minefield, especially if treated as including one or more of “consciousness”, “thought”, “free will” and “mind”. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

&lt;a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"&gt;&lt;img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /&gt;&lt;/a&gt; State of AI in 2015

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, &lt;em&gt;Paul Churchland&lt;/em&gt; and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, &lt;a href="#"&gt;convened a summit&lt;/a&gt; on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
&lt;h2&gt;Intelligence and the AI community&lt;/h2&gt;
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
&lt;blockquote class="modern-quote full"&gt;The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

&lt;cite&gt; John MCarthy&lt;/cite&gt;&lt;/blockquote&gt;
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “&lt;a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf"&gt;reflective AIXI&lt;/a&gt;” may change that).

&lt;a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"&gt;&lt;img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /&gt;&lt;/a&gt; Smart boats and yatches are already here. What does it take to acquire one?

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
&lt;h4&gt;Intelligence measures an agent’s ability to achieve goals in a wide range of environments.&lt;/h4&gt;
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for &lt;a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf"&gt;the future of employment&lt;/a&gt;.

&amp;nbsp;]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>381</wp:post_id>
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		<title>Research on social health benefits</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/?p=425</link>
		<pubDate>Tue, 15 Sep 2015 03:47:09 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
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		<content:encoded><![CDATA[For regulatory purposes, “artificial” is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the “or” allows for the possible future use of modified biological materials.
<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, “intelligence” is a vast minefield, especially if treated as including one or more of “consciousness”, “thought”, “free will” and “mind”. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
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		<title>What will next trend after flat design</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/?p=439</link>
		<pubDate>Wed, 15 Jul 2015 20:20:47 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
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		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/09/15/463/</link>
		<pubDate>Tue, 15 Sep 2015 21:04:20 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
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		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/09/15/465/</link>
		<pubDate>Tue, 15 Sep 2015 21:22:03 +0000</pubDate>
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		<title>How many steps for a lightbulb</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/14/how-many-steps-for-a-lightbulb/</link>
		<pubDate>Tue, 14 Jul 2015 23:00:47 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
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		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
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		<title>Google to consider 3D Touch for Android</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/?p=470</link>
		<pubDate>Thu, 16 Jul 2015 00:00:18 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=470</guid>
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		<content:encoded><![CDATA[]]></content:encoded>
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		<wp:post_id>470</wp:post_id>
		<wp:post_date>2015-07-16 00:00:18</wp:post_date>
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		<title>Wearable industry and the UX issues</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/14/wearable-industry-and-the-ux-issues/</link>
		<pubDate>Tue, 14 Jul 2015 23:00:47 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=471</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>471</wp:post_id>
		<wp:post_date>2015-07-14 23:00:47</wp:post_date>
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		<title>Make the perfect design today</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/15/make-the-perfect-design-today/</link>
		<pubDate>Wed, 15 Jul 2015 23:00:42 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=5</guid>
		<description></description>
		<content:encoded><![CDATA[<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/982.jpg"><img src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/982-1024x683.jpeg" alt="982" width="702" height="468" class="alignnone size-large wp-image-411" /></a>
For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>5</wp:post_id>
		<wp:post_date>2015-07-15 23:00:42</wp:post_date>
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		<title>Which notebook would you buy</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/15/which-notebook-would-you-buy/</link>
		<pubDate>Wed, 15 Jul 2015 20:05:55 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=11</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>11</wp:post_id>
		<wp:post_date>2015-07-15 20:05:55</wp:post_date>
		<wp:post_date_gmt>2015-07-15 20:05:55</wp:post_date_gmt>
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		<wp:post_name>which-notebook-would-you-buy</wp:post_name>
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		<title>Top research facilities in US</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/15/top-research-facilities-in-us/</link>
		<pubDate>Wed, 15 Jul 2015 20:00:57 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=13</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>13</wp:post_id>
		<wp:post_date>2015-07-15 20:00:57</wp:post_date>
		<wp:post_date_gmt>2015-07-15 20:00:57</wp:post_date_gmt>
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		<wp:post_name>top-research-facilities-in-us</wp:post_name>
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		<category domain="post_tag" nicename="featured"><![CDATA[#featured]]></category>
		<category domain="category" nicename="research"><![CDATA[Research]]></category>
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		<title>Mozilla overhauling Firefox smartphones</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/15/mozilla-overhauling-firefox-smartphones/</link>
		<pubDate>Wed, 15 Jul 2015 23:50:25 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=15</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>15</wp:post_id>
		<wp:post_date>2015-07-15 23:50:25</wp:post_date>
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			<wp:comment_id>6</wp:comment_id>
			<wp:comment_author><![CDATA[Jane Doe]]></wp:comment_author>
			<wp:comment_author_email>abcdef@gmail.com</wp:comment_author_email>
			<wp:comment_author_url>http://theme-sphere.com</wp:comment_author_url>
			<wp:comment_author_IP>69.46.2.66</wp:comment_author_IP>
			<wp:comment_date>2015-09-11 19:02:05</wp:comment_date>
			<wp:comment_date_gmt>2015-09-11 19:02:05</wp:comment_date_gmt>
			<wp:comment_content><![CDATA[Impressive. I wonder if Tesla’s new home battery could help halve the costs of electricity for typical American consumer. And great site!]]></wp:comment_content>
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			<wp:comment_type></wp:comment_type>
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	</item>
	<item>
		<title>Prepare yourself for Apple Eyes</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/15/prepare-yourself-for-apple-eyes/</link>
		<pubDate>Wed, 15 Jul 2015 18:00:31 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=20</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>20</wp:post_id>
		<wp:post_date>2015-07-15 18:00:31</wp:post_date>
		<wp:post_date_gmt>2015-07-15 18:00:31</wp:post_date_gmt>
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		<wp:post_name>prepare-yourself-for-apple-eyes</wp:post_name>
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			<wp:meta_value><![CDATA[Awesome]]></wp:meta_value>
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		<title>Windows 10 vs. OS X El Capitan: Why Microsoft Wins</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/20/windows-10-vs-os-x-el-capitan-why-microsoft-wins/</link>
		<pubDate>Mon, 20 Jul 2015 23:00:01 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=351</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, “artificial” is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the “or” allows for the possible future use of modified biological materials.
<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, “intelligence” is a vast minefield, especially if treated as including one or more of “consciousness”, “thought”, “free will” and “mind”. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>351</wp:post_id>
		<wp:post_date>2015-07-20 23:00:01</wp:post_date>
		<wp:post_date_gmt>2015-07-20 23:00:01</wp:post_date_gmt>
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		<wp:post_name>windows-10-vs-os-x-el-capitan-why-microsoft-wins</wp:post_name>
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		<category domain="category" nicename="reviews"><![CDATA[Reviews]]></category>
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			<wp:meta_value><![CDATA[When we talk about artificial intelligence (AI) – which we have done lot recently, including the outline of regulation and reliability issues – what do we actually mean? In the absence of a regulatory definition at the moment.

AI experts and philosophers are beavering away on the issue about usable definition of AI. It is vital for regulation and governance.

]]></wp:meta_value>
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			<wp:meta_key>_bunyad_review_overall</wp:meta_key>
			<wp:meta_value><![CDATA[8.8]]></wp:meta_value>
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			<wp:meta_key>_bunyad_criteria_label_1</wp:meta_key>
			<wp:meta_value><![CDATA[Performance]]></wp:meta_value>
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			<wp:meta_key>_bunyad_criteria_rating_1</wp:meta_key>
			<wp:meta_value><![CDATA[10]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Design Quality]]></wp:meta_value>
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			<wp:meta_value><![CDATA[9]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Usability]]></wp:meta_value>
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			<wp:meta_value><![CDATA[10]]></wp:meta_value>
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			<wp:meta_key>_bunyad_criteria_label_4</wp:meta_key>
			<wp:meta_value><![CDATA[Battery Life]]></wp:meta_value>
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			<wp:meta_key>_bunyad_criteria_rating_4</wp:meta_key>
			<wp:meta_value><![CDATA[6]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Features]]></wp:meta_value>
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			<wp:meta_value><![CDATA[23]]></wp:meta_value>
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		<title>Apple’s mobile ad blocking will hasten the death of ads</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/20/apples-mobile-ad-blocking-will-hasten-the-death-of-online-advertising/</link>
		<pubDate>Mon, 20 Jul 2015 23:00:01 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/2015/07/20/windows-10-vs-os-x-el-capitan-why-microsoft-wins-2/</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, “artificial” is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the “or” allows for the possible future use of modified biological materials.
<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, “intelligence” is a vast minefield, especially if treated as including one or more of “consciousness”, “thought”, “free will” and “mind”. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

&nbsp;]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>382</wp:post_id>
		<wp:post_date>2015-07-20 23:00:01</wp:post_date>
		<wp:post_date_gmt>2015-07-20 23:00:01</wp:post_date_gmt>
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		<wp:post_name>apples-mobile-ad-blocking-will-hasten-the-death-of-online-advertising</wp:post_name>
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			<wp:meta_value><![CDATA[When we talk about artificial intelligence (AI) – which we have done lot recently, including the outline of regulation and reliability issues – what do we actually mean? In the absence of a regulatory definition at the moment.

AI experts and philosophers are beavering away on the issue about usable definition of AI. It is vital for regulation and governance.

]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Performance]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Usability]]></wp:meta_value>
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		<title>Galaxy S6 is the crowd favorite</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/15/galaxy-s6-is-the-crowd-favorite/</link>
		<pubDate>Wed, 15 Jul 2015 03:47:09 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=419</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>419</wp:post_id>
		<wp:post_date>2015-07-15 03:47:09</wp:post_date>
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		<wp:post_name>galaxy-s6-is-the-crowd-favorite</wp:post_name>
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		<title>Voice features are still used today</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/15/voice-features-are-still-used-on-phones/</link>
		<pubDate>Wed, 15 Jul 2015 03:47:09 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=421</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>421</wp:post_id>
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		<title>Research on social health benefits</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/15/research-on-social-health-benefits/</link>
		<pubDate>Wed, 15 Jul 2015 03:47:09 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=423</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>423</wp:post_id>
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		<title>Social media speed on the move</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/15/social-media-speed-on-the-move/</link>
		<pubDate>Wed, 15 Jul 2015 03:47:09 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=426</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
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		<title>How important are your gadgets</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/15/how-important-are-your-gadgets/</link>
		<pubDate>Wed, 15 Jul 2015 03:47:09 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=430</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
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		<title>What will trend next after flat design</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/15/what-will-be-the-next-trend-after-flat-design/</link>
		<pubDate>Wed, 15 Jul 2015 20:33:47 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=436</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>436</wp:post_id>
		<wp:post_date>2015-07-15 20:33:47</wp:post_date>
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		<title>Missing a unique factor in comps</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/15/missing-a-unique-factor-in-comps/</link>
		<pubDate>Wed, 15 Jul 2015 20:20:47 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=440</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>440</wp:post_id>
		<wp:post_date>2015-07-15 20:20:47</wp:post_date>
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		<title>Tidy up your desk for creativity</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/15/tidy-up-your-desk-for-creativity/</link>
		<pubDate>Wed, 15 Jul 2015 20:20:47 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=442</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
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		<title>Inspiration sources from the top mag</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/15/inspiration-sources-from-the-top-mag/</link>
		<pubDate>Wed, 15 Jul 2015 20:20:47 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=450</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>450</wp:post_id>
		<wp:post_date>2015-07-15 20:20:47</wp:post_date>
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		<title>Exercise to power up the left brain</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/15/exercise-to-power-up-the-left-brain/</link>
		<pubDate>Wed, 15 Jul 2015 20:32:47 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=452</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>452</wp:post_id>
		<wp:post_date>2015-07-15 20:32:47</wp:post_date>
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		<title>Photoshop may soon be replaced</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/15/photoshop-may-soon-be-replaced/</link>
		<pubDate>Wed, 15 Jul 2015 20:31:47 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=454</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>454</wp:post_id>
		<wp:post_date>2015-07-15 20:31:47</wp:post_date>
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		<title>Google to consider 3D Touch for Android</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/16/google-to-consider-3d-touch-for-android/</link>
		<pubDate>Thu, 16 Jul 2015 00:00:18 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=466</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>466</wp:post_id>
		<wp:post_date>2015-07-16 00:00:18</wp:post_date>
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		<title>Luxury and design go hand in hand</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/14/luxury-and-design-go-hand-in-hand/</link>
		<pubDate>Tue, 14 Jul 2015 23:00:47 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=473</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
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		<title>Impressive gadgets in the IFA 2015 are inspiring</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/30/impressive-gadgets-in-the-ifa-2015-are-inspiring/</link>
		<pubDate>Thu, 30 Jul 2015 22:34:24 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=29</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>29</wp:post_id>
		<wp:post_date>2015-07-30 22:34:24</wp:post_date>
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		<title>LG&#039;s new G-Pad II lacks imagination but is durable</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/28/lgs-new-g-pad-ii-lacks-imagination-using-same-old-tricks/</link>
		<pubDate>Tue, 28 Jul 2015 23:00:49 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=38</guid>
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		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>38</wp:post_id>
		<wp:post_date>2015-07-28 23:00:49</wp:post_date>
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		<title>WhatsApp is primed to reach the 1 Billion users mark</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/29/whatsapp-is-primed-to-reach-the-1-billion-users-mark/</link>
		<pubDate>Wed, 29 Jul 2015 03:11:01 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=39</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>39</wp:post_id>
		<wp:post_date>2015-07-29 03:11:01</wp:post_date>
		<wp:post_date_gmt>2015-07-29 03:11:01</wp:post_date_gmt>
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		<wp:post_name>whatsapp-is-primed-to-reach-the-1-billion-users-mark</wp:post_name>
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		<category domain="category" nicename="innovation"><![CDATA[Innovation]]></category>
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		<title>Toshiba&#039;s convertible 4K laptop is light and stylish</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/28/toshibas-convertible-4k-laptop-is-somehow-light-stylish-and-thin/</link>
		<pubDate>Tue, 28 Jul 2015 03:33:06 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=47</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>47</wp:post_id>
		<wp:post_date>2015-07-28 03:33:06</wp:post_date>
		<wp:post_date_gmt>2015-07-28 03:33:06</wp:post_date_gmt>
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		<wp:post_name>toshibas-convertible-4k-laptop-is-somehow-light-stylish-and-thin</wp:post_name>
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		<title>Impressive gadgets in the IFA 2015 are inspiring</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/30/impressive-gadgets-in-the-ifa-2015-are-inspiring-3/</link>
		<pubDate>Thu, 30 Jul 2015 22:34:24 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/2015/07/30/impressive-gadgets-in-the-ifa-2015-are-inspiring-3/</guid>
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		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
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		<wp:post_date>2015-07-30 22:34:24</wp:post_date>
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		<title>WhatsApp is primed to reach the Billion users mark</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/29/whatsapp-is-primed-to-reach-the-1-billion-users-mark-3/</link>
		<pubDate>Wed, 29 Jul 2015 03:11:01 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/2015/07/29/whatsapp-is-primed-to-reach-the-1-billion-users-mark-3/</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>70</wp:post_id>
		<wp:post_date>2015-07-29 03:11:01</wp:post_date>
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		<title>LG&#039;s new G-Pad II lacks imagination but is durable</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/28/lgs-new-g-pad-ii-lacks-imagination-using-same-old-tricks-2/</link>
		<pubDate>Tue, 28 Jul 2015 23:00:49 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/2015/07/28/lgs-new-g-pad-ii-lacks-imagination-but-is-durable-2/</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>72</wp:post_id>
		<wp:post_date>2015-07-28 23:00:49</wp:post_date>
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		<title>Toshiba&#039;s convertible 4K laptop is light and stylish</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/28/toshibas-convertible-4k-laptop-is-somehow-light-stylish-and-thin-2/</link>
		<pubDate>Tue, 28 Jul 2015 03:33:06 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/2015/07/28/toshibas-convertible-4k-laptop-is-light-and-stylish-2/</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>74</wp:post_id>
		<wp:post_date>2015-07-28 03:33:06</wp:post_date>
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		<title>Chrome wins over Windows in battery usage</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/29/battle-of-the-browsers-chrome-wins-in-the-battery-usage/</link>
		<pubDate>Wed, 29 Jul 2015 20:00:40 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=154</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>154</wp:post_id>
		<wp:post_date>2015-07-29 20:00:40</wp:post_date>
		<wp:post_date_gmt>2015-07-29 20:00:40</wp:post_date_gmt>
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		<title>Health gadgets surprise the crowd at nexus</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/30/health-gadgets-surprise-the-crowd-at-nexus/</link>
		<pubDate>Thu, 30 Jul 2015 20:00:42 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=223</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>223</wp:post_id>
		<wp:post_date>2015-07-30 20:00:42</wp:post_date>
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		<title>Space food really does taste distinctive</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/29/space-food-really-does-taste-distinctive/</link>
		<pubDate>Wed, 29 Jul 2015 23:00:46 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=225</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>225</wp:post_id>
		<wp:post_date>2015-07-29 23:00:46</wp:post_date>
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		<title>America&#039;s science talent program funding</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/28/americas-science-talent-program-funding/</link>
		<pubDate>Tue, 28 Jul 2015 23:00:58 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=227</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>227</wp:post_id>
		<wp:post_date>2015-07-28 23:00:58</wp:post_date>
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		<title>Microsoft is auto-downloading 6GB of data without your permission</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/27/google-just-launched-pay-wallet-service/</link>
		<pubDate>Mon, 27 Jul 2015 23:00:01 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=343</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>343</wp:post_id>
		<wp:post_date>2015-07-27 23:00:01</wp:post_date>
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		<title>Tesla may have the cracked the grid energy storage problem</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/20/tesla-may-have-the-cracked-the-grid-energy-storage-problem/</link>
		<pubDate>Mon, 20 Jul 2015 23:00:01 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=385</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, “artificial” is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the “or” allows for the possible future use of modified biological materials.
<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, “intelligence” is a vast minefield, especially if treated as including one or more of “consciousness”, “thought”, “free will” and “mind”. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>385</wp:post_id>
		<wp:post_date>2015-07-20 23:00:01</wp:post_date>
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		<wp:post_name>tesla-may-have-the-cracked-the-grid-energy-storage-problem</wp:post_name>
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			<wp:meta_value><![CDATA[When we talk about artificial intelligence (AI) – which we have done lot recently, including the outline of regulation and reliability issues – what do we actually mean? In the absence of a regulatory definition at the moment.

AI experts and philosophers are beavering away on the issue about usable definition of AI. It is vital for regulation and governance.

]]></wp:meta_value>
		</wp:postmeta>
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			<wp:meta_value><![CDATA[8.8]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Performance]]></wp:meta_value>
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			<wp:meta_value><![CDATA[10]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Design Quality]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Battery Life]]></wp:meta_value>
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		<title>Exploring Edge browser was a pleasant surprise</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/20/exploring-edge-browser-was-a-pleasant-surprise/</link>
		<pubDate>Mon, 20 Jul 2015 23:00:01 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=389</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, “artificial” is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the “or” allows for the possible future use of modified biological materials.
<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, “intelligence” is a vast minefield, especially if treated as including one or more of “consciousness”, “thought”, “free will” and “mind”. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>389</wp:post_id>
		<wp:post_date>2015-07-20 23:00:01</wp:post_date>
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		<wp:post_name>exploring-edge-browser-was-a-pleasant-surprise</wp:post_name>
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			<wp:meta_value><![CDATA[When we talk about artificial intelligence (AI) – which we have done lot recently, including the outline of regulation and reliability issues – what do we actually mean? In the absence of a regulatory definition at the moment.

AI experts and philosophers are beavering away on the issue about usable definition of AI. It is vital for regulation and governance.

]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_bunyad_review_overall</wp:meta_key>
			<wp:meta_value><![CDATA[9.2]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_bunyad_criteria_label_1</wp:meta_key>
			<wp:meta_value><![CDATA[Performance]]></wp:meta_value>
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			<wp:meta_value><![CDATA[10]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Design Quality]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Usability]]></wp:meta_value>
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		<title>Microsoft Universal Foldable Keyboard Review</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/20/microsoft-universal-foldable-keyboard-review/</link>
		<pubDate>Mon, 20 Jul 2015 23:00:01 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=403</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, “artificial” is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the “or” allows for the possible future use of modified biological materials.
<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, “intelligence” is a vast minefield, especially if treated as including one or more of “consciousness”, “thought”, “free will” and “mind”. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>403</wp:post_id>
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			<wp:meta_value><![CDATA[Our Review]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Awesome]]></wp:meta_value>
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			<wp:meta_value><![CDATA[When we talk about artificial intelligence (AI) – which we have done lot recently, including the outline of regulation and reliability issues – what do we actually mean? In the absence of a regulatory definition at the moment.

AI experts and philosophers are beavering away on the issue about usable definition of AI. It is vital for regulation and governance.

]]></wp:meta_value>
		</wp:postmeta>
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			<wp:meta_value><![CDATA[8.8]]></wp:meta_value>
		</wp:postmeta>
		<wp:postmeta>
			<wp:meta_key>_bunyad_criteria_label_1</wp:meta_key>
			<wp:meta_value><![CDATA[Performance]]></wp:meta_value>
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			<wp:meta_value><![CDATA[10]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Design Quality]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Usability]]></wp:meta_value>
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		<title>Asus Chrome is the finest tablet and laptop combo</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/20/asus-chrome-is-the-finest-tablet-and-laptop-combo/</link>
		<pubDate>Mon, 20 Jul 2015 23:30:01 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=409</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, “artificial” is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the “or” allows for the possible future use of modified biological materials.
<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, “intelligence” is a vast minefield, especially if treated as including one or more of “consciousness”, “thought”, “free will” and “mind”. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>One constraint, often emphasised by Hutter.</li>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
</ul>

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.
]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>409</wp:post_id>
		<wp:post_date>2015-07-20 23:30:01</wp:post_date>
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			<wp:meta_value><![CDATA[When we talk about artificial intelligence (AI) – which we have done lot recently, including the outline of regulation and reliability issues – what do we actually mean? In the absence of a regulatory definition at the moment.

AI experts and philosophers are beavering away on the issue about usable definition of AI. It is vital for regulation and governance.

]]></wp:meta_value>
		</wp:postmeta>
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			<wp:meta_key>_bunyad_review_overall</wp:meta_key>
			<wp:meta_value><![CDATA[8.8]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Performance]]></wp:meta_value>
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			<wp:meta_value><![CDATA[10]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Design Quality]]></wp:meta_value>
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		<title>Dance in the nature with new improved Apple leather gloves</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/20/dance-in-the-dark-with-new-improved-apple-tv/</link>
		<pubDate>Mon, 20 Jul 2015 23:30:01 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=432</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, “artificial” is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the “or” allows for the possible future use of modified biological materials.
<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, “intelligence” is a vast minefield, especially if treated as including one or more of “consciousness”, “thought”, “free will” and “mind”. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

&nbsp;]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>432</wp:post_id>
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			<wp:meta_value><![CDATA[When we talk about artificial intelligence (AI) – which we have done lot recently, including the outline of regulation and reliability issues – what do we actually mean? In the absence of a regulatory definition at the moment.

AI experts and philosophers are beavering away on the issue about usable definition of AI. It is vital for regulation and governance.

]]></wp:meta_value>
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			<wp:meta_value><![CDATA[8.8]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Performance]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Design Quality]]></wp:meta_value>
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		<title>Google OnHub is functionally superior and beautiful</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/20/google-onhub-is-functionally-superior-and-beautiful/</link>
		<pubDate>Mon, 20 Jul 2015 23:00:01 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=492</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, “artificial” is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the “or” allows for the possible future use of modified biological materials.
<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, “intelligence” is a vast minefield, especially if treated as including one or more of “consciousness”, “thought”, “free will” and “mind”. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>492</wp:post_id>
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			<wp:meta_value><![CDATA[When we talk about artificial intelligence (AI) – which we have done lot recently, including the outline of regulation and reliability issues – what do we actually mean? In the absence of a regulatory definition at the moment.

AI experts and philosophers are beavering away on the issue about usable definition of AI. It is vital for regulation and governance.

]]></wp:meta_value>
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			<wp:meta_value><![CDATA[8.8]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Performance]]></wp:meta_value>
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		<title>Apple has it all figured out with the iPad Pro lineup</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/20/apple-has-it-all-figured-out-with-the-ipad-pro-lineup/</link>
		<pubDate>Mon, 20 Jul 2015 23:00:01 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=494</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, “artificial” is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the “or” allows for the possible future use of modified biological materials.
<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, “intelligence” is a vast minefield, especially if treated as including one or more of “consciousness”, “thought”, “free will” and “mind”. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>494</wp:post_id>
		<wp:post_date>2015-07-20 23:00:01</wp:post_date>
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		<category domain="category" nicename="reviews"><![CDATA[Reviews]]></category>
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			<wp:meta_value><![CDATA[Our Review]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Awesome]]></wp:meta_value>
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			<wp:meta_value><![CDATA[When we talk about artificial intelligence (AI) – which we have done lot recently, including the outline of regulation and reliability issues – what do we actually mean? In the absence of a regulatory definition at the moment.

AI experts and philosophers are beavering away on the issue about usable definition of AI. It is vital for regulation and governance.

]]></wp:meta_value>
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			<wp:meta_value><![CDATA[8.8]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Performance]]></wp:meta_value>
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			<wp:meta_value><![CDATA[10]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Design Quality]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Usability]]></wp:meta_value>
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			<wp:meta_value><![CDATA[10]]></wp:meta_value>
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			<wp:meta_value><![CDATA[Battery Life]]></wp:meta_value>
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		<title>Hello world!</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/09/06/hello-world/</link>
		<pubDate>Sun, 06 Sep 2015 02:47:35 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=1</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>1</wp:post_id>
		<wp:post_date>2015-09-06 02:47:35</wp:post_date>
		<wp:post_date_gmt>2015-09-06 02:47:35</wp:post_date_gmt>
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		<wp:post_name>hello-world</wp:post_name>
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		<category domain="category" nicename="uncategorized"><![CDATA[Uncategorized]]></category>
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			<wp:comment_id>1</wp:comment_id>
			<wp:comment_author><![CDATA[Mr WordPress]]></wp:comment_author>
			<wp:comment_author_email></wp:comment_author_email>
			<wp:comment_author_url>http://theme-sphere.com/smart-mag/demos/</wp:comment_author_url>
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			<wp:comment_date>2015-09-06 02:47:35</wp:comment_date>
			<wp:comment_date_gmt>2015-09-06 02:47:35</wp:comment_date_gmt>
			<wp:comment_content><![CDATA[Hi, this is a comment.
To delete a comment, just log in and view the post&#039;s comments. There you will have the option to edit or delete them.]]></wp:comment_content>
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		<title>Apple iPhone expected to receive Force touch technology</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/31/apple-iphone-expected-to-receive-force-touch-technology/</link>
		<pubDate>Fri, 31 Jul 2015 22:28:38 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=22</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>22</wp:post_id>
		<wp:post_date>2015-07-31 22:28:38</wp:post_date>
		<wp:post_date_gmt>2015-07-31 22:28:38</wp:post_date_gmt>
		<wp:comment_status>open</wp:comment_status>
		<wp:ping_status>open</wp:ping_status>
		<wp:post_name>apple-iphone-expected-to-receive-force-touch-technology</wp:post_name>
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		<category domain="category" nicename="innovation"><![CDATA[Innovation]]></category>
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		<title>Apple iPhone expected to receive Force touch technology</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/09/07/apple-iphone-expected-to-receive-force-touch-technology-2/</link>
		<pubDate>Mon, 07 Sep 2015 15:09:49 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=56</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>56</wp:post_id>
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		<title>Impressive gadgets in the IFA 2015 are inspiring</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/09/07/impressive-gadgets-in-the-ifa-2015-are-inspiring-2/</link>
		<pubDate>Mon, 07 Sep 2015 15:09:49 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=57</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>57</wp:post_id>
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		<title>WhatsApp is primed to reach the 1 Billion users mark</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/09/07/whatsapp-is-primed-to-reach-the-1-billion-users-mark-2/</link>
		<pubDate>Mon, 07 Sep 2015 15:09:49 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=58</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>58</wp:post_id>
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		<title>LG&#039;s new G-Pad II lacks imagination but is durable</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/09/07/lgs-new-g-pad-ii-lacks-imagination-but-is-durable/</link>
		<pubDate>Mon, 07 Sep 2015 15:09:49 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=59</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>59</wp:post_id>
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		<title>Futuristic display stuns the crowd</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/31/apple-iphone-expected-to-receive-force-touch-technology-3/</link>
		<pubDate>Fri, 31 Jul 2015 22:28:38 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/2015/07/31/apple-iphone-expected-to-receive-force-touch-technology-3/</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>66</wp:post_id>
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		<title>Designers to follow much better trends in 2015</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/09/07/designers-to-follow-much-better-trends-in-2015/</link>
		<pubDate>Mon, 07 Sep 2015 15:55:47 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=83</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>83</wp:post_id>
		<wp:post_date>2015-09-07 15:55:47</wp:post_date>
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		<wp:post_name>designers-to-follow-much-better-trends-in-2015</wp:post_name>
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		<title>Samsung Galaxy may have been an inspiration</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/09/07/samsung-galaxy-may-have-been-an-inspiration/</link>
		<pubDate>Mon, 07 Sep 2015 16:18:22 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=87</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>87</wp:post_id>
		<wp:post_date>2015-09-07 16:18:22</wp:post_date>
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			<wp:meta_value><![CDATA[Awesome]]></wp:meta_value>
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			<wp:comment_id>3</wp:comment_id>
			<wp:comment_author><![CDATA[Jane Doe]]></wp:comment_author>
			<wp:comment_author_email>abcdef@gmail.com</wp:comment_author_email>
			<wp:comment_author_url></wp:comment_author_url>
			<wp:comment_author_IP>69.46.2.66</wp:comment_author_IP>
			<wp:comment_date>2015-09-11 18:49:33</wp:comment_date>
			<wp:comment_date_gmt>2015-09-11 18:49:33</wp:comment_date_gmt>
			<wp:comment_content><![CDATA[Impressive. I wonder if Tesla’s new home battery could help halve the costs of electricity for typical American consumer. And great site!]]></wp:comment_content>
			<wp:comment_approved>trash</wp:comment_approved>
			<wp:comment_type></wp:comment_type>
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			<wp:comment_id>4</wp:comment_id>
			<wp:comment_author><![CDATA[Jane Doe]]></wp:comment_author>
			<wp:comment_author_email>abcdef@gmail.com</wp:comment_author_email>
			<wp:comment_author_url>http://theme-sphere.com</wp:comment_author_url>
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			<wp:comment_date>2015-09-11 19:00:19</wp:comment_date>
			<wp:comment_date_gmt>2015-09-11 19:00:19</wp:comment_date_gmt>
			<wp:comment_content><![CDATA[Test]]></wp:comment_content>
			<wp:comment_approved>trash</wp:comment_approved>
			<wp:comment_type></wp:comment_type>
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			<wp:comment_id>5</wp:comment_id>
			<wp:comment_author><![CDATA[Jane Doe]]></wp:comment_author>
			<wp:comment_author_email>abcdef@gmail.com</wp:comment_author_email>
			<wp:comment_author_url>http://theme-sphere.com</wp:comment_author_url>
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			<wp:comment_date>2015-09-11 19:01:00</wp:comment_date>
			<wp:comment_date_gmt>2015-09-11 19:01:00</wp:comment_date_gmt>
			<wp:comment_content><![CDATA[Impressive. I wonder if Tesla’s new home battery could help halve the costs of electricity for typical American consumer. And great site!]]></wp:comment_content>
			<wp:comment_approved>1</wp:comment_approved>
			<wp:comment_type></wp:comment_type>
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		<title>Unique factors promoting positive effects</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/09/07/unique-factors-with-positive-effects/</link>
		<pubDate>Mon, 07 Sep 2015 16:35:35 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=93</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>93</wp:post_id>
		<wp:post_date>2015-09-07 16:35:35</wp:post_date>
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		<wp:post_name>unique-factors-with-positive-effects</wp:post_name>
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			<wp:meta_key>_bunyad_review_verdict</wp:meta_key>
			<wp:meta_value><![CDATA[Awesome]]></wp:meta_value>
		</wp:postmeta>
		<wp:comment>
			<wp:comment_id>2</wp:comment_id>
			<wp:comment_author><![CDATA[Jane Doe]]></wp:comment_author>
			<wp:comment_author_email>abcdef@gmail.com</wp:comment_author_email>
			<wp:comment_author_url></wp:comment_author_url>
			<wp:comment_author_IP>69.46.2.66</wp:comment_author_IP>
			<wp:comment_date>2015-11-10 16:24:46</wp:comment_date>
			<wp:comment_date_gmt>2015-11-10 16:24:46</wp:comment_date_gmt>
			<wp:comment_content><![CDATA[Impressive. I wonder if Tesla’s new home battery could help halve the costs of electricity for typical American consumer. And great site!]]></wp:comment_content>
			<wp:comment_approved>trash</wp:comment_approved>
			<wp:comment_type></wp:comment_type>
			<wp:comment_parent>0</wp:comment_parent>
			<wp:comment_user_id>1</wp:comment_user_id>
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				<wp:meta_key>_wp_trash_meta_status</wp:meta_key>
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				<wp:meta_value><![CDATA[1441998289]]></wp:meta_value>
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		</wp:comment>
		<wp:comment>
			<wp:comment_id>7</wp:comment_id>
			<wp:comment_author><![CDATA[Jane Doe]]></wp:comment_author>
			<wp:comment_author_email>abcdef@gmail.com</wp:comment_author_email>
			<wp:comment_author_url>http://theme-sphere.com</wp:comment_author_url>
			<wp:comment_author_IP>69.46.2.66</wp:comment_author_IP>
			<wp:comment_date>2015-09-10 19:05:13</wp:comment_date>
			<wp:comment_date_gmt>2015-09-10 19:05:13</wp:comment_date_gmt>
			<wp:comment_content><![CDATA[Impressive. I wonder if Tesla’s new home battery could help halve the costs of electricity for typical American consumer. And great site!]]></wp:comment_content>
			<wp:comment_approved>1</wp:comment_approved>
			<wp:comment_type></wp:comment_type>
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		</wp:comment>
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	<item>
		<title>Wearable industry for fashion crowd</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/08/17/wearable-industry-is-growing-for-the-fashion-crowd/</link>
		<pubDate>Mon, 17 Aug 2015 23:00:33 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=134</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>134</wp:post_id>
		<wp:post_date>2015-08-17 23:00:33</wp:post_date>
		<wp:post_date_gmt>2015-08-17 23:00:33</wp:post_date_gmt>
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		<wp:post_name>wearable-industry-is-growing-for-the-fashion-crowd</wp:post_name>
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		<category domain="category" nicename="general"><![CDATA[General]]></category>
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			<wp:meta_value><![CDATA[Awesome]]></wp:meta_value>
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		<title>Grab an elite notebook with quality</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/31/finally-a-notebook-worth-buying/</link>
		<pubDate>Fri, 31 Jul 2015 23:00:55 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=136</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>136</wp:post_id>
		<wp:post_date>2015-07-31 23:00:55</wp:post_date>
		<wp:post_date_gmt>2015-07-31 23:00:55</wp:post_date_gmt>
		<wp:comment_status>open</wp:comment_status>
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		<wp:post_name>finally-a-notebook-worth-buying</wp:post_name>
		<wp:status>publish</wp:status>
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		<wp:post_password></wp:post_password>
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		<category domain="category" nicename="laptops"><![CDATA[Laptops]]></category>
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	<item>
		<title>Best and worse laptops in the current year reviews</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/30/best-and-worse-laptops-of-the-current-year/</link>
		<pubDate>Thu, 30 Jul 2015 23:00:52 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=151</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>151</wp:post_id>
		<wp:post_date>2015-07-30 23:00:52</wp:post_date>
		<wp:post_date_gmt>2015-07-30 23:00:52</wp:post_date_gmt>
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		<title>Lexus hoverboard amazing in motion</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/08/18/ipad-pro-rumors-suggest-large-display/</link>
		<pubDate>Tue, 18 Aug 2015 23:00:33 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=181</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>181</wp:post_id>
		<wp:post_date>2015-08-18 23:00:33</wp:post_date>
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		<title>Coffee addicts prepare your tastebuds for Mocha by Uber</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/31/coffee-addicts-prepare-your-tastebuds-for-mocha-by-uber/</link>
		<pubDate>Fri, 31 Jul 2015 22:28:38 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/2015/07/31/futuristic-display-stuns-the-crowd/</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>209</wp:post_id>
		<wp:post_date>2015-07-31 22:28:38</wp:post_date>
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		<wp:post_name>coffee-addicts-prepare-your-tastebuds-for-mocha-by-uber</wp:post_name>
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		<title>Derick with idea for ten weather changes</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/07/30/derick-proposes-weather-changes-with-gadgets/</link>
		<pubDate>Thu, 30 Jul 2015 23:00:18 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=217</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>217</wp:post_id>
		<wp:post_date>2015-07-30 23:00:18</wp:post_date>
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		<title>Lexus continues to impress with gorgeous Smart Cars and gadgets</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/08/16/lexus-continues-to-impress-with-gorgeous-smart-cars-and-gadgets/</link>
		<pubDate>Sun, 16 Aug 2015 22:00:45 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=250</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
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		<title>Netflix will reportedly create new episodes of Black Mirror seasons</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/08/13/netflix-will-reportedly-create-new-episodes-of-black-mirror/</link>
		<pubDate>Thu, 13 Aug 2015 23:00:08 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=262</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>262</wp:post_id>
		<wp:post_date>2015-08-13 23:00:08</wp:post_date>
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		<title>Apple&#039;s grand unifying strategy: high profit margins for decades</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/08/14/apples-grand-unifying-strategy-high-profit-margins/</link>
		<pubDate>Fri, 14 Aug 2015 23:00:24 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=264</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>264</wp:post_id>
		<wp:post_date>2015-08-14 23:00:24</wp:post_date>
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		<title>Mesmerizing touch-ups for classics</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/08/16/mesmerizing-touch-ups-for-classics/</link>
		<pubDate>Sun, 16 Aug 2015 23:00:34 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=283</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>283</wp:post_id>
		<wp:post_date>2015-08-16 23:00:34</wp:post_date>
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		<title>Toshiba&#039;s convertible 4K laptop is light and stylish</title>
		<link>http://theme-sphere.com/smart-mag/demos/tech/2015/09/07/toshibas-convertible-4k-laptop-is-light-and-stylish/</link>
		<pubDate>Mon, 07 Sep 2015 15:09:49 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
		<guid isPermaLink="false">http://theme-sphere.com/smart-mag/demos/tech/?p=60</guid>
		<description></description>
		<content:encoded><![CDATA[For regulatory purposes, artificial is, hopefully, the easy bit. It can simply mean “not occurring in nature or not occurring in the same form in nature”. Here, the alternative given after the <em>or</em> allows for the possible future use of modified biological materials.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back.

<h2>Defining the terms: artificial and intelligence</h2>
From a philosophical perspective, <em>intelligence</em> is a vast minefield, especially if treated as including one or more of consciousness, thought, free will and mind. Although traceable back to at least Aristotle’s time, profound arguments on these Big Four concepts still swirl around us.

[caption id="attachment_7" align="alignleft" width="200"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop.jpg"><img class="wp-image-7 size-medium" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/the-laptop-200x300.jpg" alt="" width="200" height="300" /></a> State of AI in 2015[/caption]

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, convened a summit on board a yacht of leading philosophers, including Daniel Dennett, <em>Paul Churchland</em> and David Chalmers.

Fortunately for would-be regulators, though, the philosophical arguments might be sidestepped, at least for a while. Let’s take a step back and ask what a regulator’s immediate interest is here?

Logically, then, it is the way that the majority of AI scientists and engineers treat “intelligence” that is of most immediate concern.

In 2014, seeking to move matters forward, Dmitry Volkov, a Russian technology billionaire, <a href="#">convened a summit</a> on board a yacht of leading philosophers, including Daniel Dennett, Paul Churchland and David Chalmers.
<h2>Intelligence and the AI community</h2>
Until the mid 2000s, there was a tendency in the AI community to contrast artificial intelligence with human intelligence, an action that merely passed the buck to psychologists.

In November 2007 an AI pioneer at Stanford University, addressed this issue:
<blockquote class="modern-quote full">The problem is that we cannot yet characterize in general what kinds of computational procedures we want to call intelligent.

<cite> John MCarthy</cite></blockquote>
This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other AI.

Another constraint is that AIXI lacks a “self-model” (but a recently proposed variant called “<a href="https://intelligence.org/files/ReflectiveSolomonoffAIXI.pdf">reflective AIXI</a>” may change that).

[caption id="attachment_257" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94.jpg"><img class="wp-image-257 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/09/94-1024x679.jpeg" alt="" width="702" height="465" /></a> Smart boats and yatches are already here. What does it take to acquire one?[/caption]

First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints. One constraint, often emphasised by Hutter, is that AIXI can only be “approximated” in a computer because of time and space limitations.

Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.
<h4>Intelligence measures an agent’s ability to achieve goals in a wide range of environments.</h4>
From a consumer perspective, this is ultimately all a question of drawing the line between a system defined as displaying actual AI, as opposed to being just another programmable box.

If we can jump all the hurdles, there will be no time for quiet satisfaction. Even without the Big Four, increasingly capable and ubiquitous AI systems will have a huge effect on society over the coming decades, not least for <a href="http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf">the future of employment</a>.

This informal definition signposts things that a regulator could manage, establishing and applying objective measures of ability (as defined) of an entity in one or more environments (as defined). The core focus on achievement of goals also elegantly covers other intelligence-related concepts such as learning, planning and problem solving.

[caption id="attachment_456" align="alignnone" width="702"]<a href="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w.jpg"><img class="wp-image-456 size-large" src="http://theme-sphere.com/smart-mag/demos/tech/wp-content/uploads/sites/2/2015/07/glamorous-blonde-standing-at-the-wall-urban-fashion-black-and-w-1024x728.jpg" alt="" width="702" height="499" /></a> How would you identify an Android?[/caption]
<h2>The future of AI</h2>
First, the informal definition may not be directly usable for regulatory purposes because of AIXI’s own underlying constraints.
<ul>
	<li>AIXI can only be “approximated” in a computer because of limitations.</li>
	<li>Another constraint is that AIXI lacks a “self-model”.</li>
	<li>Regulators have to be able to treat intelligence as something divisible.</li>
	<li>May cut across any definition based on general intelligence.</li>
	<li>Other intelligence-related concepts such as problem solving.</li>
</ul>
Second, for testing and certification purposes, regulators have to be able to treat intelligence as something divisible into many sub-abilities (such as movement, communication, etc.). But this may cut across any definition based on general intelligence.

But if the Big Four do ever (seem to) show up in AI systems, we can safely say that we’ll need not just a yacht of philosophers, but an entire regatta.]]></content:encoded>
		<excerpt:encoded><![CDATA[]]></excerpt:encoded>
		<wp:post_id>60</wp:post_id>
		<wp:post_date>2015-09-07 15:09:49</wp:post_date>
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