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	<title>MetaFilter posts tagged with ai</title>
	<link>http://www.metafilter.com/tags/ai</link>
	<description>Posts tagged with 'ai' at MetaFilter.</description>
	<pubDate>Mon, 19 Oct 2009 16:24:47 -0800</pubDate> <lastBuildDate>Mon, 19 Oct 2009 16:24:47 -0800</lastBuildDate>

	<language>en-us</language>
	<docs>http://blogs.law.harvard.edu/tech/rss</docs>
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	<item>
		<title>Artificial Intelligence?</title>
		<link>http://www.metafilter.com/85970/Artificial%2DIntelligence</link>
		<description>&lt;a href="http://nottheinternet.com/hell/"&gt;Hell is Other People&lt;/a&gt; &lt;em&gt;&quot;Fight the ghosts of those that have come before by moving in two dimensions and shooting missiles. The fiercer you fight, the harder it shall be for those that come after. How much past can you cope with before you are overwhelmed?&quot;&lt;/em&gt; </description>
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		<pubDate>Mon, 19 Oct 2009 16:24:47 -0800</pubDate>
		<category>ai</category>
		<category>experimental</category>
		<category>game</category>
		<category>games</category>
		<category>hell</category>
		<category>indie</category>
		<category>shmup</category>
		<category>shootemup</category>
		<category>videogame</category>
		<category>videogames</category>
		<dc:creator>flatluigi</dc:creator>
	</item>
      <item>
		<title>Catch you later.</title>
		<link>http://www.metafilter.com/85079/Catch%2Dyou%2Dlater</link>
		<description>&lt;a href="http://www.wired.com/techbiz/people/magazine/16-02/ff_aimystery?currentPage=all"&gt;Two AI Pioneers. Two Bizarre Suicides.&lt;/a&gt; Wired&apos;s David Kushner examines the work of two young, competitive AI researchers, and the eerie circumstances of their deaths.  </description>
		<guid isPermaLink="false">tag:metafilter.com,2009:site.85079</guid>
		<pubDate>Tue, 15 Sep 2009 21:43:43 -0800</pubDate>
		<category>ai</category>
		<category>artificialintelligence</category>
		<category>chrismckinstry</category>
		<category>depression</category>
		<category>mindpixel</category>
		<category>mit</category>
		<category>openmind</category>
		<category>pushpindersingh</category>
		<category>suicide</category>
		<dc:creator>knave</dc:creator>
	</item>
      <item>
		<title>&quot;How would it be, for example, to relate to a machine that is as intelligent as your spouse?&quot;</title>
		<link>http://www.metafilter.com/83593/How%2Dwould%2Dit%2Dbe%2Dfor%2Dexample%2Dto%2Drelate%2Dto%2Da%2Dmachine%2Dthat%2Dis%2Das%2Dintelligent%2Das%2Dyour%2Dspouse</link>
		<description> Impressed and alarmed by advances in artificial intelligence, a group of computer scientists is debating whether there should be limits on research that might lead to loss of human control over computer-based systems that carry a growing share of society&#8217;s workload, from waging war to chatting with customers on the phone. From the NYT: &lt;a href=&quot;http://www.nytimes.com/2009/07/26/science/26robot.html?_r=1&amp;hp&quot;&gt;Scientists Worry Machines May Outsmart Man&lt;/a&gt;.  </description>
		<guid isPermaLink="false">tag:metafilter.com,2009:site.83593</guid>
		<pubDate>Sun, 26 Jul 2009 07:46:05 -0800</pubDate>
		<category>AI</category>
		<category>artificial</category>
		<category>computer</category>
		<category>intelligence</category>
		<category>science</category>
		<dc:creator>flapjax at midnite</dc:creator>
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      <item>
		<title>a pink sliver of rat brain sat in a beaker</title>
		<link>http://www.metafilter.com/83367/a%2Dpink%2Dsliver%2Dof%2Drat%2Dbrain%2Dsat%2Din%2Da%2Dbeaker</link>
		<description>&lt;a href="http://online.wsj.com/article/SB124751881557234725.html"&gt;The simulated brain&lt;/a&gt; - &quot;The scientists behind &lt;a href=&quot;http://science.slashdot.org/story/07/12/23/2323214/Researchers-Simulate-Building-Block-of-Rats-Brain&quot;&gt;Blue Brain&lt;/a&gt; hope to have a &lt;a href=&quot;http://tech.slashdot.org/story/09/03/25/1452209/Microchip-Mimics-a-Brain-With-200000-Neurons&quot;&gt;virtual human brain&lt;/a&gt; functioning in ten years... Dr. Markram began by collecting detailed information about the rat&apos;s &lt;acronym title=&quot;neocortical column&quot;&gt;NCC&lt;/acronym&gt;, down to the level of genes, proteins, molecules and the electrical signals that connect one neuron to another. These complex relationships were then turned into millions of equations, written in software. He then recorded real-world data -- the strength and path of each electrical signal -- directly from rat brains to test the accuracy of the software.&quot; Is it possible to &lt;a href=&quot;http://slashdot.org/comments.pl?sid=25422&amp;cid=2761967&quot;&gt;digitally simulate&lt;/a&gt; a brain accurately? Can it only &lt;a href=&quot;http://denbeste.nu/cd_log_entries/2003/12/Superhumanintelligence.shtml&quot;&gt;be analog&lt;/a&gt;? And are there &lt;a href=&quot;http://gregegan.customer.netspace.net.au/QUARANTINE/QM/QM.html&quot;&gt;quantum effects&lt;/a&gt; to &lt;a href=&quot;http://www.edge.org/3rd_culture/dyson_ad/dyson_ad_index.html&quot;&gt;be considered&lt;/a&gt;? (previously &lt;a href=&quot;http://www.metafilter.com/69574/Blue-Brain&quot;&gt;1&lt;/a&gt; &lt;a href=&quot;http://www.metafilter.com/48688/Im-blue-da-boo-dee-da-boo-die&quot;&gt;2&lt;/a&gt; &lt;a href=&quot;http://www.metafilter.com/66120/wanna-live-forever#1896512&quot;&gt;3&lt;/a&gt; &lt;a href=&quot;http://www.metafilter.com/80976/Why-Minds-are-Not-Like-Computers&quot;&gt;4&lt;/a&gt;) + some other AI/brain robot projects:&lt;blockquote&gt;Blue Brain is controversial, and its success is far from assured. &lt;a href=&quot;http://en.wikipedia.org/wiki/Christof_Koch&quot;&gt;Christof Koch&lt;/a&gt; of the California Institute of Technology, a scientist who studies consciousness, says the Swiss project provides vital data about how part of the brain works. But he says that Dr. Markram&apos;s approach is &lt;a href=&quot;http://fora.tv/2009/02/19/Jonah_Lehrer_Inside_My_Mind#chapter_08&quot;&gt;still missing algorithms&lt;/a&gt;, the biological programming that yields higher-level functions...

Despite the challenges, the push to understand, replicate and even re-enact higher behaviors in the brain has become one of the hottest areas of neuroscience. With the help of &lt;a href=&quot;http://blogs.discovermagazine.com/80beats/2008/11/21/ibm-to-build-thinking-computers-modeled-on-the-brain/&quot;&gt;a $4.9 million grant&lt;/a&gt; from the U.S. Department of Defense, IBM is working on &lt;a href=&quot;http://www.scientificamerican.com/blog/60-second-science/post.cfm?id=computers-have-a-lot-to-learn-from-2009-03-10&quot;&gt;a separate project&lt;/a&gt; with five U.S. universities to build a tiny, low-power microchip that simulates the behavior of one million neurons and ten billion synapses. The goal, says IBM, is to develop brainy computers that can better predict the behavior of complex systems, such as weather or the financial markets.

The Chinese government has provided about $1.5 million to a team at Xiamen University to create &lt;a href=&quot;http://www.acceleratingfuture.com/people-blog/?p=2169&quot;&gt;artificial-brain robots&lt;/a&gt; with microcircuits that evolve, learn and adapt to real-world situations. Similarly, &lt;a href=&quot;http://www.hplusmagazine.com/articles/ai/here-come-neurobots&quot;&gt;Jeff Krichmar and colleagues&lt;/a&gt; at the University of California, Irvine, Calif., have built &lt;a href=&quot;http://www.21stcentury.co.uk/robotics/nomad.asp&quot;&gt;an artificial-brain robot&lt;/a&gt; that learns to sharpen its visual perception when moving around in a lab environment, another form of emergent behavior, a form of spontaneous self-organization. And researchers at &lt;a href=&quot;http://www.sensopac.org/&quot;&gt;Sensopac&lt;/a&gt;, a project backed by a grant of &#8364;6.7 million ($9.3 million) from the European Union, have built part of an artificial mouse brain.&lt;/blockquote&gt;BONUS MEMRISTORS
- &lt;a href=&quot;http://tech.slashdot.org/story/09/07/11/0114226/Memristor-Minds-the-Future-of-Artificial-Intelligence&quot;&gt; Memristor Minds, the Future of Artificial Intelligence&lt;/a&gt;
- &lt;a href=&quot;http://hardware.slashdot.org/story/09/01/11/0746215/New-Memristor-Makes-Low-Cost-High-Density-Memory&quot;&gt; New Memristor Makes Low-Cost, High-Density Memory&lt;/a&gt;
- &lt;a href=&quot;http://www.spectrum.ieee.org/semiconductors/devices/spintronic-memristors/0&quot;&gt;Spintronic Memristors&lt;/a&gt;
- &lt;a href=&quot;http://www.spectrum.ieee.org/semiconductors/design/the-mysterious-memristor&quot;&gt; The Mysterious Memristor&lt;/a&gt;
- &lt;a href=&quot;http://www.metafilter.com/77215/Deep-Geek-Understanding-Memristors&quot;&gt; Understanding Memristors&lt;/a&gt; - &quot;&lt;a href=&quot;http://www.wired.com/gadgetlab/2008/04/scientists-prov/&quot;&gt;in which the memristor would be used as an analog device&lt;/a&gt;&quot;&lt;a href=&quot;http://www.cs.auckland.ac.nz/CDMTCS/chaitin/kirchberg.html&quot; title=&quot;According to Leibniz, the integers are human, the discrete is at the level of Man. But the continuum transcends Man and brings us closer to God.&quot;&gt;*&lt;/a&gt; </description>
		<guid isPermaLink="false">tag:metafilter.com,2009:site.83367</guid>
		<pubDate>Sat, 18 Jul 2009 12:21:07 -0800</pubDate>
		<category>AI</category>
		<category>brain</category>
		<category>computers</category>
		<category>engineering</category>
		<category>memristors</category>
		<category>science</category>
		<dc:creator>kliuless</dc:creator>
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      <item>
		<title>What Not To Sing</title>
		<link>http://www.metafilter.com/83077/What%2DNot%2DTo%2DSing</link>
		<description> I understand that MeFites don&apos;t really do &lt;a href=&quot;http://www.americanidol.com/&quot;&gt;American Idol&lt;/a&gt;, but if you&apos;re the rare one who does,  then you will probably appreciate the combination of fandom and geekery that produced &lt;a href=&quot;http://www.whatnottosing.com/&quot;&gt;What Not To Sing&lt;/a&gt;. They look at reviews of AI performances from all over the web, and distill them to provide numerical and star ratings for each AI performance. Every one. EVER. They have a listing of &lt;a href=&quot;http://www.whatnottosing.com/performances.asp#le&quot;&gt;the top and bottom 40 performances&lt;/a&gt; across all 8 seasons, which makes for interesting YouTube searching. If you&apos;re curious about &lt;a href=&quot;http://www.whatnottosing.com/artists.asp?id=42&quot;&gt;all performances of Michael Jackson songs on the show&lt;/a&gt; or just wish to confirm that &lt;a href=&quot;http://www.whatnottosing.com/contestants.asp?id=167&quot;&gt;Sanjaya sucked&lt;/a&gt;, they can help with that as well. The feature currently amusing me is this season&apos;s &lt;a href=&quot;http://www.whatnottosing.com/library/camp/camp_shouldabeen_ai8.asp&quot;&gt;Camp Should-A-Been&lt;/a&gt;, where they judge contestants solely on performance rating, with the lowest rated performer leaving.  </description>
		<guid isPermaLink="false">tag:metafilter.com,2009:site.83077</guid>
		<pubDate>Tue, 07 Jul 2009 18:33:30 -0800</pubDate>
		<category>ai</category>
		<category>americanidol</category>
		<category>music</category>
		<category>television</category>
		<dc:creator>booksherpa</dc:creator>
	</item>
      <item>
		<title>A robot Hitler?</title>
		<link>http://www.metafilter.com/82109/A%2Drobot%2DHitler</link>
		<description>&lt;a href="http://www.dailygalaxy.com/my_weblog/2009/05/a-robot-hitler.html"&gt;Electronic Evolution:&lt;/a&gt; Research Show Robots Forming Human-like Societies &lt;blockquote&gt;&lt;em&gt;Within fifty generations of this electronic evolution, co-operative societies of robots had formed - helping each other to find food and avoid poison.  Even more amazing is the emergence of cheats and martyrs.  Transistorized traitors emerged which wrongly identified poison zone as food, luring their trusting brethren to their doom before scooting off to silently charge in a food zone - presumably while using a mechanical claw to twirl a silicon carving of a handlebar moustache.&lt;/em&gt;&lt;blockquote&gt;&lt;/blockquote&gt;&lt;/blockquote&gt; </description>
		<guid isPermaLink="false">tag:metafilter.com,2009:site.82109</guid>
		<pubDate>Tue, 02 Jun 2009 06:33:44 -0800</pubDate>
		<category>ai</category>
		<category>artificialintelligence</category>
		<category>evolution</category>
		<category>robot</category>
		<dc:creator>supercres</dc:creator>
	</item>
      <item>
		<title>More than just Google on Steroids</title>
		<link>http://www.metafilter.com/81193/More%2Dthan%2Djust%2DGoogle%2Don%2DSteroids</link>
		<description> &lt;a href=&quot;http://www.research.ibm.com/&quot;&gt;IBM Research&lt;/a&gt; is planning on working on taking artificial intelligence beyond &lt;a href=&quot;http://www.research.ibm.com/deepblue/watch/html/c.shtml&quot;&gt;master-level Chess&lt;/a&gt; (&lt;a href=&quot;http://www.metafilter.com/48688/Im-blue-da-boo-dee-da-boo-die&quot;&gt;previously&lt;/a&gt;), and on to &lt;a href=&quot;http://www.research.ibm.com/deepqa/index.shtml&quot;&gt;question answering&lt;/a&gt; with a computing system that has been in development for the past two years. &lt;a href=&quot;http://www.nytimes.com/2009/04/27/technology/27jeopardy.html?_r=1&quot;&gt;Named &quot;Watson,&quot; after the I.B.M. founder, Thomas J. Watson Sr.&lt;/a&gt;, the system will challenge human contestants at &lt;a href=&quot;http://www.sonypictures.com/tv/shows/jeopardy/&quot;&gt;Jeopardy&lt;/a&gt; (&lt;a href=&quot;http://www.metafilter.com/50259/You-know-youve-always-wanted-this&quot;&gt;previously&lt;/a&gt;). Watson&apos;s success depends as much on its &lt;a href=&quot;http://www.newscientist.com/article/dn17033-ibm-computer-aims-to-beat-jeopardy-quiz.html&quot;&gt;ability to understand and respond to the subtleties of human language as it does on the extent of its knowledge database.&lt;/a&gt; Don&apos;t worry, &lt;a href=&quot;http://www.youtube.com/watch?v=3e22ufcqfTs&quot;&gt;Alex Trebek knows what&apos;s in store&lt;/a&gt;. &lt;small&gt;(&lt;a href=&quot;http://games.slashdot.org/article.pl?sid=09/04/27/1354213&quot;&gt;via&lt;/a&gt;)&lt;/small&gt;  </description>
		<guid isPermaLink="false">tag:metafilter.com,2009:site.81193</guid>
		<pubDate>Mon, 27 Apr 2009 12:45:40 -0800</pubDate>
		<category>AI</category>
		<category>AlexTrebek</category>
		<category>ArtificialIntelligence</category>
		<category>IBM</category>
		<category>Jeopardy</category>
		<category>Trebek</category>
		<category>Watson</category>
		<dc:creator>filthy light thief</dc:creator>
	</item>
      <item>
		<title>80 Million Tiny Images</title>
		<link>http://www.metafilter.com/78312/80%2DMillion%2DTiny%2DImages</link>
		<description> &lt;a href=&quot;http://people.csail.mit.edu/torralba/tinyimages/&quot;&gt;A visualization of all the nouns in the English language arranged by semantic meaning.&lt;/a&gt;  &lt;small&gt;[NSFW words included!]&lt;/small&gt; &lt;blockquote&gt;&lt;small&gt;Currently computers have difficult recognizing objects in images. While practical solutions exist for a few simple classes such as human faces or cars, the more general problem of recognizing all different classes of objects in the world (e.g. guitars, bottles, telephones) remains unsolved. Computer Vision researchers are currently investigating methods that can recognize and localize thousands of different object categories in complex scenes. A key component of these algorithms is the data used to train the computers&apos; model of each object. Current approaches use collections of images gathered by hand. Our research explores how the billions of images available on the Internet can be used to train models for object recognition. With overwhelming amounts of data, many problems can be tackled with simple algorithms. We gathered from the web 79 million images. We are using this massive dataset to train a computer to recognize objects within an image and to understand the scenes depicted in photographs.

You can help... get better training data for computer vision algorithms by labeling some of the images.&lt;/small&gt;&lt;/blockquote&gt;&lt;a href=&quot;http://wordnet.princeton.edu/&quot;&gt;WordNet&lt;/a&gt; &lt;a href=&quot;http://www.metafilter.com/34874/Read-Me-Love-Me&quot;&gt;prev&lt;/a&gt;&lt;a href=&quot;http://www.metafilter.com/60626/Exploding-word-associations&quot;&gt;iously&lt;/a&gt; </description>
		<guid isPermaLink="false">tag:metafilter.com,2009:site.78312</guid>
		<pubDate>Thu, 15 Jan 2009 17:46:00 -0800</pubDate>
		<category>ai</category>
		<category>computer</category>
		<category>computervision</category>
		<category>dictionaries</category>
		<category>dictionary</category>
		<category>english</category>
		<category>images</category>
		<category>language</category>
		<category>learning</category>
		<category>machinelearning</category>
		<category>mit</category>
		<category>nouns</category>
		<category>object</category>
		<category>recognition</category>
		<category>vision</category>
		<category>visual</category>
		<category>visualdictionary</category>
		<category>wordnet</category>
		<dc:creator>carsonb</dc:creator>
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		<title>Deep Geek: Understanding Memristors</title>
		<link>http://www.metafilter.com/77215/Deep%2DGeek%2DUnderstanding%2DMemristors</link>
		<description>&lt;a href="http://www.spectrum.ieee.org/dec08/7024"&gt;The coming memristor revolution in electronics and how it works.&lt;/a&gt; The newly created memristor, only the fourth fundamental fundamental type of passive circuit element, has the promise of computing advances both prosaic (faster, cheaper and &quot;bigger&quot; flash drives) and momentous (relatively effortless mimicry of brain cells and their activity).  This is the story of the memristor&apos;s genesis, told by R. Stanley Williams, the leader of the team that created the device. Being deeply geeky myself, I&apos;ve read about memristors before, but reading this article and &lt;a href=&quot;http://www.spectrum.ieee.org/dec08/7024/memrf1&quot;&gt;sidebar&lt;/a&gt; finally let me understand how the memristor works and what happens inside it.  And that felt pretty damn good.

The article is fantastic, but it does leave one key connection unmade.  To create a practical memristor, the team &quot;needed [a] mechanism by which we could change the effective spacing between two wires in our crossbar by 0.3 nm. If we could do that, we would have the 1000:1 [variation in conductivity] we needed... Where would we find a material that could change its physical dimensions like that?&quot;  They did create a way to vary that spacing, in a controllable, repeatable, and extremely fast-acting manner, but Williams doesn&apos;t directly explain how the internal actions of the switching layer meet that requirement.  The payoff for that setup is missing.

When electrical current pushes the conductive impurities in the layer of titanium dioxide toward the other wire, the conductive portion of the layer grows toward the other wire, and the insulating portion of the layer thins.

That thinning is described, but the article never tells the reader that expansion of the conductive layer is that long-sought means of moving the wires.

If you read the article and made that connection before I described it, then you might have felt as smug about it as I did.  Williams gets to feel more smug. </description>
		<guid isPermaLink="false">tag:metafilter.com,2008:site.77215</guid>
		<pubDate>Sun, 07 Dec 2008 19:54:57 -0800</pubDate>
		<category>ai</category>
		<category>computers</category>
		<category>electronics</category>
		<category>engineering</category>
		<category>memristor</category>
		<category>memristors</category>
		<category>science</category>
		<category>technology</category>
		<dc:creator>NortonDC</dc:creator>
	</item>
      <item>
		<title>visualizing data</title>
		<link>http://www.metafilter.com/76301/visualizing%2Ddata</link>
		<description> &lt;a href=&quot;http://abeautifulwww.com/2008/09/08/20-useful-visualization-libraries/&quot;&gt;20 Useful Visualization Libraries&lt;/a&gt; from the excellent &lt;a href=&quot;http://abeautifulwww.com/&quot;&gt; A Beautiful WWW&lt;/a&gt;. &lt;em&gt;Well, not entirely limited to libraries. Useful stuff for visualization practitioners sounded a little non-specific, though.  These are all freely available.&lt;/em&gt; A Beautiful WWW created by &lt;a href=&quot;http://www.cs.indiana.edu/~tohollow/&quot;&gt;Todd Holloway&lt;/a&gt;. </description>
		<guid isPermaLink="false">tag:metafilter.com,2008:site.76301</guid>
		<pubDate>Thu, 06 Nov 2008 13:01:53 -0800</pubDate>
		<category>AI</category>
		<category>app</category>
		<category>data</category>
		<category>free</category>
		<category>Holloway</category>
		<category>information</category>
		<category>ToddHolloway</category>
		<category>visualization</category>
		<category>webdesign</category>
		<category>webdev</category>
		<dc:creator>nickyskye</dc:creator>
	</item>
      <item>
		<title>New AI &quot;Elbot&quot; Scores 20% On Turing Test!</title>
		<link>http://www.metafilter.com/75625/New%2DAI%2DElbot%2DScores%2D20%2DOn%2DTuring%2DTest</link>
		<description>&lt;a href="http://machinist.salon.com/blog/2008/10/13/elbot/"&gt;Think you can stump the Elbot?&lt;/a&gt; Give it a try. Maybe your interaction will enable it to &quot;learn&quot; an extra 10% more to pass the 30% threshold of the Turing Test. The test is to fool a panel of people who talk with AI entities via text and guess if it&apos;s a real person or a robot.Mr Smarty Pants where are you?  </description>
		<guid isPermaLink="false">tag:metafilter.com,2008:site.75625</guid>
		<pubDate>Mon, 13 Oct 2008 16:07:10 -0800</pubDate>
		<category>AI</category>
		<category>Test</category>
		<category>Turing</category>
		<dc:creator>goodhelp</dc:creator>
	</item>
      <item>
		<title>sudo apt-get install creepyrobotgirlfriend2.0</title>
		<link>http://www.metafilter.com/72038/sudo%2Daptget%2Dinstall%2Dcreepyrobotgirlfriend20</link>
		<description> The uncanny valley just got deeper. &lt;a href=&quot;http://www.perfect-woman.com/en/&quot;&gt;&quot;Treat yourself to the perfect woman.&quot;&lt;/a&gt;  </description>
		<guid isPermaLink="false">tag:metafilter.com,2008:site.72038</guid>
		<pubDate>Tue, 27 May 2008 21:40:04 -0800</pubDate>
		<category>ACME</category>
		<category>AI</category>
		<category>artificialintelligence</category>
		<category>batshitinsane</category>
		<category>petroleumbasedlube</category>
		<category>pleatherpussy</category>
		<category>robot</category>
		<category>robotics</category>
		<category>sex</category>
		<category>StepfordWives</category>
		<category>synthvag</category>
		<category>uncannyvalley</category>
		<category>wtf</category>
		<dc:creator>loquacious</dc:creator>
	</item>
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		<title>Play games, teach computers</title>
		<link>http://www.metafilter.com/72027/Play%2Dgames%2Dteach%2Dcomputers</link>
		<description> Each year, people around the world spend billions of hours playing computer games.  What if all this time and energy could be channeled into useful work? What if people playing computer games could, without consciously doing so, simultaneously solve large-scale problems? &lt;br&gt;&lt;a href=&quot;http://www.gwap.com&quot; title=&quot;Games With A Purpose&quot;&gt;GWAP&lt;/a&gt; is &lt;a href=&quot;http://www.cs.cmu.edu/~biglou/ieee-gwap.pdf&quot; title=&quot;PDF link&quot;&gt;Luis van Ahn&apos;s answer&lt;/a&gt; &lt;small&gt;[PDF, &lt;a href=&quot;http://209.85.141.104/search?q=cache:gZJvQyazLAIJ:www.cs.cmu.edu/~biglou/ieee-gwap.pdf+gwap&amp;hl=en&amp;ct=clnk&amp;cd=4&amp;gl=us&amp;client=firefox-a&quot;&gt;HTML cache&lt;/a&gt;]&lt;/small&gt; to these questions, a collection of easy and engaging games that make computers smarter.  </description>
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		<pubDate>Tue, 27 May 2008 16:45:02 -0800</pubDate>
		<category>ai</category>
		<category>games</category>
		<category>humancomputing</category>
		<category>LuisvanAhn</category>
		<category>tagging</category>
		<category>tags</category>
		<category>vanAhn</category>
		<dc:creator>carsonb</dc:creator>
	</item>
      <item>
		<title>It doesn&apos;t matter how much security you put on the box.  Humans are not secure.</title>
		<link>http://www.metafilter.com/71858/It%2Ddoesnt%2Dmatter%2Dhow%2Dmuch%2Dsecurity%2Dyou%2Dput%2Don%2Dthe%2Dbox%2DHumans%2Dare%2Dnot%2Dsecure</link>
		<description>&lt;a href="http://sysopmind.com/essays/aibox.html"&gt;The AI-Box Experiments.&lt;/a&gt; The hypothesis: &quot;A transhuman can take over a human mind through a text-only terminal.&quot; Does Artifical Intelligence create &lt;a href=&quot;http://www.swinburne.edu.au/sbs/ajets/journal/V1N1/pdf/V1N1-2-Thiel.pdf&quot;&gt;moral monsters&lt;/a&gt; (PDF) ? Can we create &lt;a href=&quot;http://www.singinst.org/upload/CFAI//index.html&quot;&gt;friendly AI&lt;/a&gt;?  </description>
		<guid isPermaLink="false">tag:metafilter.com,2008:site.71858</guid>
		<pubDate>Wed, 21 May 2008 15:12:47 -0800</pubDate>
		<category>ai</category>
		<category>artificialintelligence</category>
		<category>experiment</category>
		<category>security</category>
		<category>transhuman</category>
		<dc:creator>desjardins</dc:creator>
	</item>
      <item>
		<title>Blue Brain</title>
		<link>http://www.metafilter.com/69574/Blue%2DBrain</link>
		<description>&lt;a href="http://www.seedmagazine.com/news/2008/03/out_of_the_blue.php"&gt;Out of the Blue:&lt;/a&gt; &quot;Can a thinking, remembering, decision-making, biologically accurate brain be built from a &lt;a href=&quot;http://bluebrain.epfl.ch/&quot;&gt;supercomputer&lt;/a&gt;?&quot;  </description>
		<guid isPermaLink="false">tag:metafilter.com,2008:site.69574</guid>
		<pubDate>Mon, 03 Mar 2008 13:42:02 -0800</pubDate>
		<category>AI</category>
		<category>Brain</category>
		<category>Computer</category>
		<category>Neuroscience</category>
		<category>Science</category>
		<category>Supercomputer</category>
		<dc:creator>homunculus</dc:creator>
	</item>
      <item>
		<title>&quot;Are you there God? It&apos;s me Kibbutz&quot;</title>
		<link>http://www.metafilter.com/68890/Are%2Dyou%2Dthere%2DGod%2DIts%2Dme%2DKibbutz</link>
		<description> Got a question for God? Tough. But &lt;a href=&quot;http://www.pandorabots.com/pandora/talk-oddcast?botid=a44d930b5e36e0e9&quot;&gt;godsbot the Christian Robot &lt;/a&gt; might be the next best thing. A $&lt;a href=&quot;http://www.godsbot.org/&quot;&gt;10 donation (minimum)&lt;/a&gt; will get  you one year of access--or at least click the Google ads. More in the &lt;a href=&quot;http://www.prweb.com/releases/Christian/robot/prweb603151.htm&quot;&gt;press release&lt;/a&gt;. Oh, and &lt;a href=&quot;http://www.newscientist.com/&quot;&gt;via&lt;/a&gt;.  </description>
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		<pubDate>Thu, 07 Feb 2008 19:05:38 -0800</pubDate>
		<category>AI</category>
		<category>God</category>
		<category>Robots</category>
		<dc:creator>Kibbutz</dc:creator>
	</item>
      <item>
		<title>Singularity</title>
		<link>http://www.metafilter.com/68387/Singularity</link>
		<description> &lt;a href=&quot;http://www.singinst.org/&quot;&gt;The Singularity Institute&lt;/a&gt; &lt;a href=&quot;http://www.singinst.org/overview/whatisthesingularity&quot;&gt;for Artificial Intelligence&lt;/a&gt; has put up a &lt;a href=&quot;http://www.singinst.org/media/&quot;&gt;some interesting media&lt;/a&gt;, including a variety of talks from the &lt;a href=&quot;http://www.singinst.org/media/singularitysummit2006&quot;&gt;Singularity Summit 2006&lt;/a&gt; and &lt;a href=&quot;http://www.singinst.org/media/singularitysummit2007&quot;&gt;2007&lt;/a&gt;, about the possibilites and progress of technological development. For an overview of the issues &lt;a href=&quot;http://video.google.com/videoplay?docid=-6140406219828000794&amp;hl=en&quot;&gt;Ray Kurzweil&lt;/a&gt; talks about the ideas and promises of the singularity, while &lt;a href=&quot;http://video.google.com/videoplay?docid=8832143373632003914&amp;hl=en&quot;&gt;Douglas Hofstadter&lt;/a&gt; calls for deeper exploration of the implications and hazards of coming technology.  </description>
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		<pubDate>Mon, 21 Jan 2008 21:35:05 -0800</pubDate>
		<category>ai</category>
		<category>biotech</category>
		<category>DouglasHofstadter</category>
		<category>nanotech</category>
		<category>RayKurzweil</category>
		<category>Singularity</category>
		<category>technology</category>
		<category>video</category>
		<dc:creator>MetaMonkey</dc:creator>
	</item>
      <item>
		<title>Of Artilects, Kolmogorov and the Hutter prize</title>
		<link>http://www.metafilter.com/67514/Of%2DArtilects%2DKolmogorov%2Dand%2Dthe%2DHutter%2Dprize</link>
		<description> Three AI researchers:&lt;br&gt;
Hugo de Garis: &lt;a href=&quot;http://www.iss.whu.edu.cn/degaris/&quot;&gt;Home&lt;/a&gt; - &lt;a href=&quot;http://en.wikipedia.org/wiki/Hugo_de_Garis&quot;&gt;Wiki&lt;/a&gt;&lt;br&gt;
J&amp;#0252;rgen Schmidhuber: &lt;a href=&quot;http://www.idsia.ch/~juergen/&quot;&gt;Home&lt;/a&gt; - &lt;a href=&quot;http://www.idsia.ch/~juergen/&quot;&gt;&lt;a href=&quot;http://en.wikipedia.org/wiki/J%C3%BCrgen_Schmidhuber&quot;&gt;Wiki&lt;/a&gt;&lt;/a&gt;&lt;br&gt;
Marcus Hutter: &lt;a href=&quot;http://www.hutter1.net/official/index.htm&quot;&gt;Home&lt;/a&gt; - &lt;a href=&quot;http://en.wikipedia.org/wiki/Marcus_Hutter&quot;&gt;Wiki&lt;/a&gt;  </description>
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		<pubDate>Mon, 17 Dec 2007 10:34:16 -0800</pubDate>
		<category>ai</category>
		<category>deGaris</category>
		<category>Hutter</category>
		<category>Schmidhuber</category>
		<dc:creator>sushiwiththejury</dc:creator>
	</item>
      <item>
		<title>AI - sooner rather than later?</title>
		<link>http://www.metafilter.com/64987/AI%2Dsooner%2Drather%2Dthan%2Dlater</link>
		<description> Dr. Ben Goertzel is an interesting guy. &lt;a href=&quot;http://www.goertzel.org/benzine/WakingUpFromTheEconomyOfDreams.htm&quot;&gt;Having previously tried to create an AI based on internet distribution&lt;/a&gt; he refined his approach. High level elaborations on his developing thinking &lt;a href=&quot;http://goertzel.org/papers/IntelligenceAndSelfModification.htm&quot;&gt;here&lt;/a&gt;, &lt;a href=&quot;http://www.goertzel.org/dynapsyc/2003/NovamenteSimulations.htm&quot;&gt;here&lt;/a&gt; and &lt;a href=&quot;http://goertzel.org/papers/ExperientialLearning.htm&quot;&gt;here&lt;/a&gt;  (arranged chronologically).  He gave a talk to Google about it recently (&lt;a href=&quot;http://video.google.com/videoplay?docid=4740557046246483319#6m12s&quot;&gt;video&lt;/a&gt;) (&lt;a href=&quot;http://www.kurzweilai.net/meme/frame.html?main=/articles/art0701.html&quot;&gt;related text&lt;/a&gt;), while mentioning why he thought &lt;a href=&quot;http://www.goertzel.org/blog/2007/06/is-google-secretly-creating-agi-reasons.html&quot;&gt;Google isn&apos;t in the AI business&lt;/a&gt;.  Here&apos;s a (low quality, sorry) &lt;a href=&quot;http://video.google.com/googleplayer.swf?docId=-4011139231904030041&amp;hl=en&quot;&gt;vid&lt;/a&gt; of his system&apos;s virtual learning in action.  Research finances were always a problem - could &lt;a href=&quot;http://www.novamente.net/blog/?p=9&quot;&gt;this&lt;/a&gt; be a solution?  </description>
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		<pubDate>Mon, 24 Sep 2007 13:32:28 -0800</pubDate>
		<category>agi</category>
		<category>ai</category>
		<category>goertzel</category>
		<category>singularity</category>
		<dc:creator>Sparx</dc:creator>
	</item>
      <item>
		<title>the sound of two machines talking</title>
		<link>http://www.metafilter.com/61290/the%2Dsound%2Dof%2Dtwo%2Dmachines%2Dtalking</link>
		<description>&lt;a href="http://discovermagazine.com/2007/brain/i-chat-therefore-i-am/article_print"&gt;I Chat, Therefore I Am...&lt;/a&gt; Outputs from chatterbots &lt;a href=&quot;http://alicebot.org&quot;&gt;A.L.I.C.E.&lt;/a&gt; and &lt;a href=&quot;http://www.jabberwacky.com&quot;&gt;Jabberwacky&lt;/a&gt; are piped back in forth and have a conversation that goes from nonsensical one line to surreal the next. [via Digg and BB]  </description>
		<guid isPermaLink="false">tag:metafilter.com,2007:site.61290</guid>
		<pubDate>Fri, 18 May 2007 10:20:26 -0800</pubDate>
		<category>AI</category>
		<category>chat</category>
		<category>chatbots</category>
		<dc:creator>daHIFI</dc:creator>
	</item>
      <item>
		<title>&quot;We were just trying to write songs about prostitutes and lesbians, that&apos;s all.&quot;</title>
		<link>http://www.metafilter.com/60449/We%2Dwere%2Djust%2Dtrying%2Dto%2Dwrite%2Dsongs%2Dabout%2Dprostitutes%2Dand%2Dlesbians%2Dthats%2Dall</link>
		<description> Introduced to Western culture by the Beatles in their single &lt;i&gt;&lt;a href=&quot;http://en.wikipedia.org/wiki/Norwegian_Wood_(This_Bird_Has_Flown)&quot;&gt;Norwegian Wood&lt;/a&gt;&lt;/i&gt;, the &lt;a href=&quot;http://en.wikipedia.org/wiki/Sitar&quot;&gt;sitar&lt;/a&gt; has featured prominently in North Indian classical music for centuries. Princeton-based computer scientist Ajay Kapur updates the instrument with his &lt;a href=&quot;http://soundlab.cs.princeton.edu/research/controllers/esitar/&quot;&gt;ESitar&lt;/a&gt;, an audio and video controller that uses &lt;a href=&quot;http://www.mistic.ece.uvic.ca/publications/2004_dafx_Esitar.pdf&quot;&gt;gesture input&lt;/a&gt; (PDF) and &lt;a href=&quot;http://en.wikipedia.org/wiki/Machine_learning&quot;&gt;machine learning&lt;/a&gt; algorithms to facilitate joining the computer with Ajay in his sitar performance. Undergraduate engineering students at the University of Pennsylvania work from the other direction, building &lt;a href=&quot;http://www.upenn.edu/pennnews/article.php?id=1140&quot;&gt;RAVI-bot&lt;/a&gt;, an &lt;a href=&quot;http://www.me.upenn.edu/undergrad/senior-design.html&quot;&gt;award-winning&lt;/a&gt;, self-playing &lt;a href=&quot;http://www.youtube.com/watch?v=NCPlewIJsL8&quot;&gt;robotic sitar&lt;/a&gt; (YouTube) programmed to generate music from classical &lt;a href=&quot;http://en.wikipedia.org/wiki/Raga&quot;&gt;Raga scales and melodies&lt;/a&gt; all on its own. For those in the Philadelphia area, be sure to check out a live performance of RAVI-bot at the local &lt;a href=&quot;http://www.kleinartgallery.org/current_exhibition.htm&quot;&gt;Klein Art Gallery.&lt;/a&gt;  </description>
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		<pubDate>Thu, 19 Apr 2007 21:25:09 -0800</pubDate>
		<category>AI</category>
		<category>algorithm</category>
		<category>algorithmicart</category>
		<category>art</category>
		<category>avantgarde</category>
		<category>beatles</category>
		<category>electronicmusic</category>
		<category>esitar</category>
		<category>generativeart</category>
		<category>gesture</category>
		<category>gestureinput</category>
		<category>india</category>
		<category>input</category>
		<category>interface</category>
		<category>kapur</category>
		<category>machinelearning</category>
		<category>music</category>
		<category>princeton</category>
		<category>raga</category>
		<category>RAVIbot</category>
		<category>robotics</category>
		<category>shankar</category>
		<category>sitar</category>
		<category>upenn</category>
		<dc:creator>Blazecock Pileon</dc:creator>
	</item>
      <item>
		<title>It&apos;s alive!</title>
		<link>http://www.metafilter.com/60199/Its%2Dalive</link>
		<description> Gary Stasiuk&apos;s beautiful &lt;a href=&quot;http://www.liquidjourney.com/fitc/indexM.html&quot;&gt;Digital Creatures&lt;/a&gt; pulls the curtains on the kinematics of geometric objects, after which he plays with the mathematics and user interactivity of &lt;a href=&quot;http://www.liquidjourney.com/fmx06/indexM.html&quot;&gt;generative art&lt;/a&gt; and shows how to build the &lt;a href=&quot;http://www.liquidjourney.com/fitc06/indexM.html&quot;&gt;appearance of AI behaviors&lt;/a&gt; into Flash objects.  </description>
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		<pubDate>Wed, 11 Apr 2007 09:16:11 -0800</pubDate>
		<category>3D</category>
		<category>AI</category>
		<category>algorithm</category>
		<category>algorithmicart</category>
		<category>art</category>
		<category>design</category>
		<category>flash</category>
		<category>generative</category>
		<category>generativeart</category>
		<category>programming</category>
		<category>UI</category>
		<dc:creator>Blazecock Pileon</dc:creator>
	</item>
      <item>
		<title>Victim of The Brain</title>
		<link>http://www.metafilter.com/60191/Victim%2Dof%2DThe%2DBrain</link>
		<description>&lt;a href="http://video.google.com/url?docid=8576072297424860224&amp;amp;esrc=sr3&amp;amp;ev=v&amp;amp;q=hofstadter&amp;amp;vidurl=http://video.google.com/videoplay%3Fdocid%3D8576072297424860224%26q%3Dhofstadter&amp;amp;usg=AL29H23QfEYjd60hmbjduaa8IvX"&gt;Victim of the Brain&lt;/a&gt; A &apos;docudrama&apos; about &lt;a href=&quot;http://geb.stenius.org/&quot;&gt;Godel, Escher and Bach&lt;/a&gt; author, &lt;a href=&quot;http://en.wikipedia.org/wiki/Douglas_Hofstadter&quot;&gt;Douglas Hofstadter&lt;/a&gt;, and philosopher &lt;a href=&quot;http://en.wikipedia.org/wiki/Daniel_Dennett&quot;&gt;Dan Dennett&lt;/a&gt; produced in 1988.  I&apos;m not sure how to describe it, other than incredibly strange and fascinating.  </description>
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		<pubDate>Wed, 11 Apr 2007 05:44:26 -0800</pubDate>
		<category>ai</category>
		<category>artificialintelligence</category>
		<category>bach</category>
		<category>computers</category>
		<category>escher</category>
		<category>godel</category>
		<category>mind</category>
		<category>philosophy</category>
		<dc:creator>empath</dc:creator>
	</item>
      <item>
		<title>Jeff Hawkins unleashes his brain: Numenta&apos;s new AI platform</title>
		<link>http://www.metafilter.com/60005/Jeff%2DHawkins%2Dunleashes%2Dhis%2Dbrain%2DNumentas%2Dnew%2DAI%2Dplatform</link>
		<description>&lt;a href="http://en.wikipedia.org/wiki/Jeff_Hawkins"&gt;Jeff Hawkins,&lt;/a&gt; co-founder of &lt;a href=&quot;http://www.palm.com/&quot;&gt;Palm&lt;/a&gt; and Handspring, has started a new company, called &lt;a href=&quot;http://www.numenta.com/&quot;&gt;Numenta&lt;/a&gt;, to test his &lt;a href=&quot;http://en.wikipedia.org/wiki/On_Intelligence&quot;&gt;controversial theory&lt;/a&gt; of intelligence. Whether you find his theory plausible or not, his &lt;a href=&quot;http://www.amazon.com/exec/obidos/ASIN/0805078533/metafilter-20/ref=nosim/&quot;&gt;book&lt;/a&gt;, &quot;&lt;a href=&quot;http://www.onintelligence.org/&quot;&gt;On Intelligence&lt;/a&gt;&quot; is fascinating. Numenta is attempting to build A.I.s using Hawkins&apos; theory as a backbone. They&apos;ve developed a software engine and a &lt;a href=&quot;http://www.python.org/doc/Summary.html&quot;&gt;Python&lt;/a&gt;-based API, which they&apos;ve made public (&lt;a href=&quot;http://www.numenta.com/for-developers/software.php&quot;&gt;as free downloads&lt;/a&gt;), so that hackers can start playing. They&apos;ve also released &lt;a href=&quot;http://www.numenta.com/for-developers/education.php&quot;&gt;manuals&lt;/a&gt;, &lt;a href=&quot;http://www.numenta.com/Numenta_HTM_Concepts.pdf&quot;&gt;a whitepaper&lt;/a&gt; (pdf) and videos [&lt;a href=&quot;http://www.numenta.com/for-developers/education/general-overview-htm.php&quot;&gt;1&lt;/a&gt;] [&lt;a href=&quot;http://www.numenta.com/for-developers/education/technical-overview-htm.php&quot;&gt;2&lt;/a&gt;]. (At about 30:18 into the first video, Hawkins demonstrates, with screenshots, the first app which uses his system.)  </description>
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		<pubDate>Wed, 04 Apr 2007 13:35:42 -0800</pubDate>
		<category>ai</category>
		<category>artificialintelligence</category>
		<category>cognitivescience</category>
		<category>compsci</category>
		<category>computerscience</category>
		<category>hawkins</category>
		<category>intelligence</category>
		<category>jeffhawkins</category>
		<category>neurology</category>
		<category>numenta</category>
		<category>onintelligence</category>
		<category>programming</category>
		<category>psychology</category>
		<dc:creator>grumblebee</dc:creator>
	</item>
      <item>
		<title>Miracles You&#8217;ll See In The Next Fifty Years</title>
		<link>http://www.metafilter.com/55319/Miracles%2DYou%3Fll%2DSee%2DIn%2DThe%2DNext%2DFifty%2DYears</link>
		<description>&lt;a href="http://blog.modernmechanix.com/2006/10/05/miracles-youll-see-in-the-next-fifty-years/"&gt;Miracles You&#8217;ll See In The Next Fifty Years&lt;/a&gt; (Feb, 1950)&lt;br /&gt; Some more up-to-date predictions: &lt;a href=&quot;http://video.google.com/videoplay?docid=-6119231548215342323&quot;&gt;science&lt;/a&gt;,
&lt;a href=&quot;http://encarta.msn.com/column_GreatInventions/Great_Inventions_of_the_Next_Fifty_Years.html&quot;&gt;invention&lt;/a&gt;, &lt;a href=&quot;http://www.spacedaily.com/2003/031016024357.yvvtcqwo.html&quot;&gt;space&lt;/a&gt; &lt;a href=&quot;http://www.popsci.com/popsci/aviationspace/c78c5b4a1db84010vgnvcm1000004eecbccdrcrd.html&quot;&gt;travel&lt;/a&gt;,
&lt;a href=&quot;http://observer.guardian.co.uk/international/story/0,6903,750783,00.html&quot;&gt;colonisation&lt;/a&gt;,
&lt;a href=&quot;http://observer.guardian.co.uk/uk_news/story/0,,1489635,00.html&quot;&gt;immortality&lt;/a&gt;, &lt;a href=&quot;http://www.news.com.au/dailytelegraph/story/0,22049,20148421-5001028,00.html&quot;&gt;water&lt;/a&gt;
&lt;a href=&quot;http://www.guardian.co.uk/water/story/0,,1851712,00.html&quot;&gt;shortage&lt;/a&gt;, &lt;a href=&quot;http://flood.firetree.net/&quot;&gt;flooding&lt;/a&gt;, &lt;a href=&quot;http://smalley.rice.edu/smalley.cfm?doc_id=5336&quot;&gt;nanotech&lt;/a&gt;, &lt;a href=&quot;http://www.findarticles.com/p/articles/mi_m2465/is_7_30/ai_66457050&quot;&gt;techno-apocalypse&lt;/a&gt;,
&lt;a href=&quot;http://ranprieur.com/readings/weeds.html&quot;&gt;extinction&lt;/a&gt;, &lt;a href=&quot;http://www.mentalhealth.org.uk/conferences/easyread/show_paper.asp?section=000100030002&amp;confcode=000200060005&amp;page=5&quot;&gt;mental health&lt;/a&gt;, &lt;a href=&quot;http://www.sciam.com/article.cfm?articleID=000AAAC0-5762-1C75-9B81809EC588EF21&quot;&gt;smart machines&lt;/a&gt;, &lt;a href=&quot;http://www.cs.unm.edu/~kwiley/mindRamblings/robotsMindUploading.html&quot;&gt;robots, mind uploading&lt;/a&gt;, &lt;a href=&quot;http://www.skeptic.com/the_magazine/featured_articles/v12n02_AI_gone_awry.html&quot;&gt;AI&lt;/a&gt;, 
&lt;a href=&quot;http://money.cnn.com/magazines/fortune/fortune_archive/2004/01/12/357912/index.htm&quot;&gt;Asia&lt;/a&gt;, 
&lt;a href=&quot;http://in.rediff.com/money/2003/oct/28india.htm&quot;&gt;economics&lt;/a&gt;, &lt;a href=&quot;http://www.economist.com/agenda/displaystory.cfm?story_id=1291056&quot;&gt;demographics&lt;/a&gt;, &lt;a href=&quot;http://www.brook.edu/comm/transcripts/20011220.htm&quot;&gt;goverance&lt;/a&gt;, &lt;a href=&quot;http://news.bbc.co.uk/2/hi/in_depth/5094602.stm&quot;&gt;cities&lt;/a&gt;.

&lt;a href=&quot;http://www.nickbostrom.com/2050/world.html&quot;&gt;What&lt;/a&gt; &lt;a href=&quot;http://www.hackwriters.com/Readingrunes.htm&quot;&gt;is&lt;/a&gt; &lt;a href=&quot;http://www.hackwriters.com/FutureResponse.htm&quot;&gt;your&lt;/a&gt; &lt;a href=&quot;http://www.longbets.org/predictions&quot;&gt;prediction&lt;/a&gt;?  </description>
		<guid isPermaLink="false">tag:metafilter.com,2006:site.55319</guid>
		<pubDate>Thu, 05 Oct 2006 23:24:03 -0800</pubDate>
		<category>2050</category>
		<category>ai</category>
		<category>apocalypse</category>
		<category>batshitinsane</category>
		<category>climate</category>
		<category>collapse</category>
		<category>demographics</category>
		<category>ecology</category>
		<category>economics</category>
		<category>extinction</category>
		<category>future</category>
		<category>invention</category>
		<category>mars</category>
		<category>mentalhealth</category>
		<category>miracles</category>
		<category>nanotechnology</category>
		<category>population</category>
		<category>prediction</category>
		<category>robots</category>
		<category>science</category>
		<category>society</category>
		<category>space</category>
		<category>systems</category>
		<category>technology</category>
		<category>virtualreality</category>
		<category>war</category>
		<category>water</category>
		<dc:creator>MetaMonkey</dc:creator>
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