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	<title>Science &#38;... &#124; Everything... From A Science Angle &#187; Stephen Wolfram</title>
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	<description>Everything... From A Science Angle</description>
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		<title>Video:  Stephen Wolfram &#8211; Computing a Theory of Everything</title>
		<link>http://www.micfarris.com/2010/04/video-stephen-wolfram-computing-a-theory-of-everything/</link>
		<comments>http://www.micfarris.com/2010/04/video-stephen-wolfram-computing-a-theory-of-everything/#comments</comments>
		<pubDate>Tue, 27 Apr 2010 17:41:59 +0000</pubDate>
		<dc:creator>Mic Farris</dc:creator>
				<category><![CDATA[Headline]]></category>
		<category><![CDATA[Stephen Wolfram]]></category>

		<guid isPermaLink="false">http://www.micfarris.com/?p=403</guid>
		<description><![CDATA[Stephen Wolfram recently gave a talk about his efforts to understand the universe around us through computation.  He&#8217;s the CEO and founder of Wolfram Research, creator of Mathematica, and author of A New Kind of Science.  Wolfram recently launches his computational knowledge engine, Wolfram&#124;Alpha (I wrote a post about its launch some time back&#8230;). 
Here&#8217;s the video of his talk, given at a recent TED conference&#8230;

Watch and learn!
Related Posts:10 Quirky Science TricksVideo:  Star Wars Trilogy in Two Minutes&#8230; With Legos!VIDEO: 30 Years of Apple in 2 MinutesWolfram&#124;Alpha Links With BingSupercomputer Wins At ...]]></description>
			<content:encoded><![CDATA[<p>Stephen Wolfram recently gave a talk about his efforts to understand the universe around us through computation.  He&#8217;s the CEO and founder of Wolfram Research, creator of <a title="Mathematica - Wolfram Research" href="http://www.wolfram.com" target="_blank">Mathematica</a>, and author of <a title="A New Kind of Science" href="http://www.wolframscience.com" target="_blank">A New Kind of Science</a>.  Wolfram recently launches his computational knowledge engine, <a title="Wolfram|Alpha" href="http://www.wolframalpha.com" target="_blank">Wolfram|Alpha</a> (I wrote a <a title="The Launch of Wolfram|Alpha" href="http://www.micfarris.com/2009/05/the-launch-of-wolframalpha/" target="_blank">post</a> about its launch some time back&#8230;). </p>
<p>Here&#8217;s the video of his talk, given at a recent <a title="TED - Ideas Worth Spreading" href="http://www.ted.com/" target="_blank">TED conference</a>&#8230;<br />
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Watch and learn!</p>
<div id="crp_related"><h3>Related Posts:</h3><ul><li><a href="http://www.micfarris.com/2009/12/10-quirky-science-tricks/" rel="bookmark" class="crp_title">10 Quirky Science Tricks</a></li><li><a href="http://www.micfarris.com/2010/05/video-star-wars-trilogy-in-two-minutes-with-legos/" rel="bookmark" class="crp_title">Video:  Star Wars Trilogy in Two Minutes&#8230; With Legos!</a></li><li><a href="http://www.micfarris.com/2010/06/video-30-years-of-apple-in-2-minutes/" rel="bookmark" class="crp_title">VIDEO: 30 Years of Apple in 2 Minutes</a></li><li><a href="http://www.micfarris.com/2009/11/wolframalpha-links-with-bing/" rel="bookmark" class="crp_title">Wolfram|Alpha Links With Bing</a></li><li><a href="http://www.micfarris.com/2010/06/supercomputer-wins-at-jeopardy-ibms-watson/" rel="bookmark" class="crp_title">Supercomputer Wins At Jeopardy! &#8211; IBM&#8217;s Watson</a></li></ul></div>]]></content:encoded>
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		<slash:comments>1</slash:comments>
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		<item>
		<title>Wolfram&#124;Alpha Links With Bing</title>
		<link>http://www.micfarris.com/2009/11/wolframalpha-links-with-bing/</link>
		<comments>http://www.micfarris.com/2009/11/wolframalpha-links-with-bing/#comments</comments>
		<pubDate>Wed, 11 Nov 2009 20:21:51 +0000</pubDate>
		<dc:creator>Mic Farris</dc:creator>
				<category><![CDATA[Technology]]></category>
		<category><![CDATA[Stephen Wolfram]]></category>

		<guid isPermaLink="false">http://www.micfarris.com/?p=100</guid>
		<description><![CDATA[I ran across a post by Erick Schonfeld on TechCrunch about Microsoft&#8217;s Bing search engine licensing search data from Wolfram&#124;Alpha.  Might not be much of a big deal, but I think the Wolfram&#124;Alpha concept is pretty cool&#8230; 
While Google and Bing provide you websites that have the search phrase that you are looking for, Wolfram&#124;Alpha takes your search and presents you with brand new information.  It actually crunches through what it has access to, and creates new data that isn&#8217;t on any website.  I first wrote about the launch of Wolfram&#124;Alpha a few months ...]]></description>
			<content:encoded><![CDATA[<p>I ran across a post by <a title="Wolfram Alpha Results Finally Show Up In Bing" href="http://www.techcrunch.com/2009/11/11/wolfram-alpha-results-finally-show-up-in-bing/" target="_blank">Erick Schonfeld</a> on <a title="TechCrunch" href="http://www.techcrunch.com/" target="_blank">TechCrunch</a> about Microsoft&#8217;s Bing search engine licensing search data from Wolfram|Alpha.  Might not be much of a big deal, but I think the Wolfram|Alpha concept is pretty cool&#8230; </p>
<p>While Google and Bing provide you websites that have the search phrase that you are looking for, <a title="Wolfram|Alpha" href="http://www.wolframalpha.com/" target="_blank">Wolfram|Alpha</a> takes your search and presents you with brand new information.  It actually crunches through what it has access to, and creates new data that isn&#8217;t on any website.  I first wrote about the <a title="The Launch of Wolfram|Alpha" href="http://www.micfarris.com/2009/05/the-launch-of-wolframalpha/">launch of Wolfram|Alpha</a> a few months ago&#8230; </p>
<p>Worth taking a look&#8230;</p>
<div id="crp_related"><h3>Related Posts:</h3><ul><li><a href="http://www.micfarris.com/2010/06/whats-in-a-name-let-wolframalpha-tell-you/" rel="bookmark" class="crp_title">What&#8217;s In A Name? &#8211; Let Wolfram|Alpha Tell You</a></li><li><a href="http://www.micfarris.com/2010/04/video-stephen-wolfram-computing-a-theory-of-everything/" rel="bookmark" class="crp_title">Video:  Stephen Wolfram &#8211; Computing a Theory of Everything</a></li><li><a href="http://www.micfarris.com/2009/06/blaze-a-new-trail/" rel="bookmark" class="crp_title">Blaze a New Trail</a></li><li><a href="http://www.micfarris.com/2009/05/the-launch-of-wolframalpha/" rel="bookmark" class="crp_title">The Launch of Wolfram|Alpha</a></li><li><a href="http://www.micfarris.com/2010/02/search-for-dark-matter-is-on/" rel="bookmark" class="crp_title">Search for Dark Matter is ON!</a></li></ul></div>]]></content:encoded>
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		</item>
		<item>
		<title>Blaze a New Trail</title>
		<link>http://www.micfarris.com/2009/06/blaze-a-new-trail/</link>
		<comments>http://www.micfarris.com/2009/06/blaze-a-new-trail/#comments</comments>
		<pubDate>Wed, 03 Jun 2009 03:17:49 +0000</pubDate>
		<dc:creator>Mic Farris</dc:creator>
				<category><![CDATA[Personal Development]]></category>
		<category><![CDATA[Stephen Wolfram]]></category>

		<guid isPermaLink="false">http://www.micfarris.com/?p=68</guid>
		<description><![CDATA[In our fast paced world, it seems that every new technology gets overturned every few years or so.
Just look at social networking &#8211; it used to be MySpace, then Facebook, now it’s Twitter (I’m sure by the time I publish this column, Twitter will even be passé&#8230;)
But there has (at least for the time being) been a stable anchor in our technology world – Google.  Everybody knows that you enter what you’re searching for, and Google provides relevant webpages that give you the information you want.  It’s almost as if ...]]></description>
			<content:encoded><![CDATA[<p><span style="font-size: 10pt; font-family: Verdana;">In our fast paced world, it seems that every new technology gets overturned every few years or so.</span></p>
<p><span style="font-size: 10pt; font-family: Verdana;">Just look at social networking &#8211; it used to be MySpace, then Facebook, now it’s Twitter (I’m sure by the time I publish this column, Twitter will even be passé&#8230;)</span></p>
<p><span style="font-size: 10pt; font-family: Verdana;">But there has (at least for the time being) been a stable anchor in our technology world – Google.<span style="mso-spacerun: yes;">  </span>Everybody knows that you enter what you’re searching for, and Google provides relevant webpages that give you the information you want.<span style="mso-spacerun: yes;">  </span>It’s almost as if it’s been around forever (at least in technology years&#8230;), and it’s even become a verb – people can actually “google” something&#8230;</span></p>
<p><span style="font-size: 10pt; font-family: Verdana;">But now, there is a new knowledge engine on the block, called Wolfram|Alpha (www.wolframalpha.com). <span style="mso-spacerun: yes;"> </span>It’s similar to and different from Google in what you can do with it.</span></p>
<p><span style="font-size: 10pt; font-family: Verdana;">You can still enter a search term like “weather new york city”, and Wolfram|Alpha will provide you information.<span style="mso-spacerun: yes;">  </span>However, while Google will provide you a list of links to go seek the information you want, Wolfram|Alpha actually calculates new and more immediately relevant information for you – on the fly.</span></p>
<p><span style="font-size: 10pt; font-family: Verdana;">You’ll get the temperature, conditions, relative humidity, and wind speed, but Wolfram|Alpha will also generate week histories and forecasts for the temperature and conditions, as well as provide a historic temperature graph for today’s date for the last 40 years.<span style="mso-spacerun: yes;">  </span>It will even provide the closest local weather station and compare that with other locations in the area.</span></p>
<p><span style="font-size: 10pt; font-family: Verdana;">It is indeed a new kind of knowledge engine, and an ambitious undertaking.<span style="mso-spacerun: yes;">  </span>According to the website, “</span><span style="font-size: 10pt; font-family: Verdana; mso-bidi-font-family: Arial;">Wolfram|Alpha&#8217;s long-term goal is to make all systematic knowledge immediately computable and accessible to everyone.”</span><span style="font-size: 10pt; font-family: Verdana;"></span></p>
<p><span style="font-size: 10pt; font-family: Verdana;">But none of this is surprising, coming from its creator, Stephen Wolfram.</span></p>
<p><span style="font-size: 10pt; font-family: Verdana;">Born in 1959, Wolfram studied at Eton, Oxford, and Caltech.<span style="mso-spacerun: yes;">  </span>His first scientific paper, called “Hadronic Electrons?”, was accepted for publication when he was just 15, and he graduated for Caltech with a PhD in theoretical physics at 20.<span style="mso-spacerun: yes;">  </span></span></p>
<p><span style="font-size: 10pt; font-family: Verdana;">His work had such a profound impact on the physics community (one of his widely-cited papers on heavy quark production was published at the age of 18) that he joined the Caltech faculty immediately upon receiving his doctoral degree.<span style="mso-spacerun: yes;">  </span>A year later, Wolfram became the youngest recipient of the MacArthur Prize Fellowship.</span></p>
<p><span style="font-size: 10pt; font-family: Verdana;">While at Caltech, he began the creation of SMP, the first modern computer algebra system, which was commercially released in 1981.<span style="mso-spacerun: yes;">  </span>He spent the next several years in academia, first at Caltech, then at Princeton, and finally at the University of Illinois.<span style="mso-spacerun: yes;">  </span>However, his scientific pursuits did not follow the standard track for a physicist – he set out on his own path toward finding the fundamental origins of complexity.</span></p>
<p><span style="font-size: 10pt; font-family: Verdana;">After publishing numerous classic papers on simple computational systems known as cellular automata, he went on to found his own company called Wolfram Research.</span></p>
<p><span style="font-size: 10pt; font-family: Verdana;">There he created Mathematica, probably the most significant achievement in technical computing to date (I even used an early version of Mathematica to perform a little of my thesis work&#8230;).<span style="mso-spacerun: yes;">  </span>Rather than having different toolkits for different technical jobs, such as computer algebra systems, graphing calculators, or 3D visualization, Mathematica creates a unified computational framework for technical development.<span style="mso-spacerun: yes;">  </span>It has changed the way scientists and technologists perform their work.</span></p>
<p><span style="font-size: 10pt; font-family: Verdana;">Through the course of his development of Mathematica, learning more and more about how computation relates to the complexity we see in our world, Wolfram embarked upon his most ambitious project – publication of his treatise <em style="mso-bidi-font-style: normal;">A New Kind of Science</em>.<span style="mso-spacerun: yes;">  </span></span></p>
<p><span style="font-size: 10pt; font-family: Verdana;">Starting from examination of very simple computer experiments, Wolfram explains in <em style="mso-bidi-font-style: normal;">NKS</em> how simple computational programs can generate incredible complexity, debunking the primary scientific belief that only complex models can create such complexity.</span></p>
<p><span style="font-size: 10pt; font-family: Verdana;">Wolfram goes on, as described in the book’s summary, to use his approach “to tackle a remarkable array of fundamental problems in science, from the origins of apparent randomness in physical systems, to the development of complexity in biology, the ultimate scope and limitations of mathematics, the possibility of a truly fundamental theory of physics, the interplay between free will and determinism, and the character of intelligence in the universe.”</span></p>
<p><span style="font-size: 10pt; font-family: Verdana;">Ambitious indeed.</span></p>
<p><span style="font-size: 10pt; font-family: Verdana;">Of course, Wolfram hasn’t stopped there.<span style="mso-spacerun: yes;">  </span>He created an application called WolframTones, which uses computational algorithms to generate original music stylings that can be downloaded to cellphone ringtones.<span style="mso-spacerun: yes;">  </span>And now, he’s created Wolfram|Alpha, a computational knowledge engine intended to complement (if not rival) Google in its impact.</span></p>
<p><span style="font-size: 10pt; font-family: Verdana;">As we witness the next technological advances, we’ll continue to be amazed by what we enable computers to do.<span style="mso-spacerun: yes;">  </span>With Wolfram|Alpha and his other monumental achievements, Stephen Wolfram is blazing a new trail in defining what is possible.</span></p>
<div id="crp_related"><h3>Related Posts:</h3><ul><li><a href="http://www.micfarris.com/2009/04/hello-world/" rel="bookmark" class="crp_title">What “Go Beyond The Envelope” Is All About</a></li><li><a href="http://www.micfarris.com/2009/05/it%e2%80%99s-always-your-fault-or-at-least-in-your-hands/" rel="bookmark" class="crp_title">It’s Always Your Fault (or At Least In Your Hands&#8230;)</a></li><li><a href="http://www.micfarris.com/2009/05/the-most-important-part-of-your-presentation/" rel="bookmark" class="crp_title">The Most Important Part Of Your Presentation</a></li><li><a href="http://www.micfarris.com/2009/06/being-recognized-means-benefiting-others-first/" rel="bookmark" class="crp_title">Being Recognized Means Benefiting Others First</a></li><li><a href="http://www.micfarris.com/2009/05/what-we-can-learn-from-stephen-hawking-besides-the-mysteries-of-black-holes/" rel="bookmark" class="crp_title">What We Can Learn From Stephen Hawking (Besides the Mysteries of Black Holes)</a></li></ul></div>]]></content:encoded>
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		<title>The Launch of Wolfram&#124;Alpha</title>
		<link>http://www.micfarris.com/2009/05/the-launch-of-wolframalpha/</link>
		<comments>http://www.micfarris.com/2009/05/the-launch-of-wolframalpha/#comments</comments>
		<pubDate>Fri, 15 May 2009 15:16:44 +0000</pubDate>
		<dc:creator>Mic Farris</dc:creator>
				<category><![CDATA[Technology]]></category>
		<category><![CDATA[Stephen Wolfram]]></category>

		<guid isPermaLink="false">http://www.micfarris.com/?p=9</guid>
		<description><![CDATA[Today is scheduled to be the day for the launch of Wolfram&#124;Alpha &#8211; a new computational knowledge engine based upon some of Stephen Wolfram&#8217;s new scientific works.
I personally think that Stephen Wolfram&#8217;s ideas are fascinating, and could very well lead to new technologies and a greater understanding of what is possible.  Wolfram represents one of those scientists that really strives to go beyond the envelope&#8230;
I&#8217;ve included below a message from Stephen Wolfram about the launch of Wolfram&#124;Alpha, and what he hopes to achieve with it. 
=====================================
May 14, 2009 marks the 7th ...]]></description>
			<content:encoded><![CDATA[<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">Today is scheduled to be the day for the launch of Wolfram|Alpha &#8211; a new computational knowledge engine based upon some of Stephen Wolfram&#8217;s new scientific works.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">I personally think that Stephen Wolfram&#8217;s ideas are fascinating, and could very well lead to new technologies and a greater understanding of what is possible.  Wolfram represents one of those scientists that really strives to go beyond the envelope&#8230;</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">I&#8217;ve included below a message from Stephen Wolfram about the launch of Wolfram|Alpha, and what he hopes to achieve with it. </span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">=====================================</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">May 14, 2009 marks the 7th anniversary of the publication of A New Kind of Science, and it has been my tradition on these anniversaries to send a short report on the progress of NKS.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">It has been fascinating over the past few years to watch the progressive absorption of NKS methods and the NKS paradigm into countless different fields. Sometimes there&#8217;s visible mention of NKS, though often there is not.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">There has been an inexorable growth in the use of the types of models pioneered in NKS. There has been steadily increasing use of the kinds of computational experiments and investigations introduced in NKS. And the NKS way of thinking about computation and in terms of computation has become steadily more widespread.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">Many of the specific investigations made in the NKS book have now been extended and enhanced. And even the results on fundamental physics in the NKS book are now coming closer to the mainstream.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">The trickle of academic work aimed directly at pure NKS&#8211;the basic investigation of simple programs and the computational universe&#8211;has turned into a stream, though tremendous opportunity for growth remains.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">And I continue to find it remarkable how many thought leaders that I run across in incredibly diverse areas turn out to have read the NKS book, often in great detail.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">In June we&#8217;ll be holding our 7th NKS Summer School (this year in Italy&#8211;the first time outside the United States). Every year we receive a progressively larger number of highly qualified applications, and this year will be our largest Summer School to date.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;"><a href="http://www.wolframscience.com/summerschool">http://www.wolframscience.com/summerschool</a></span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">But for me the biggest thing that&#8217;s happened this year is the emergence of Wolfram|Alpha.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;"><a href="http://www.wolframalpha.com">http://www.wolframalpha.com</a></span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">When I was writing the NKS book I kept on wondering what the first &#8220;killer app&#8221; (to use a phrase from the software industry) for NKS would be.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">I tried to think back what one would have imagined in 1936, when the idea of universal computing was introduced. Could one have predicted what the first killer apps for computers would be?</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">As it was, first there were databases&#8211;which drove the mainframe computer industry, and later there were word processors&#8211;which drove the personal computer industry.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">Despite their tremendous practical importance, databases and word processors are really quite prosaic applications of an idea as powerful as universal computation.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">And both of these applications could probably have been done even without the full concept of universal computation.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">But the point is that the paradigm of universal computation was crucial in even imagining that either of these applications would make sense.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">And so it is now with NKS and Wolfram|Alpha.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">Wolfram|Alpha is, I believe, going to be the first killer app of NKS.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">And remarkable though Wolfram|Alpha is, it is at some level still prosaic relative to the full power of the ideas in NKS.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">Yet without the NKS paradigm, I cannot imagine I would ever have thought that Wolfram|Alpha could make sense.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">There is an immensely complex web of systematizable knowledge out there in the world. And before NKS, I would have assumed that to handle something of this complexity would have required building a system that is somehow correspondingly complex&#8211;and in practice completely out of reach.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">But from NKS we have learned that even highly complex things can have their origins in simple rules and simple programs.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">And this is what inspired me to believe that building Wolfram|Alpha might be possible.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">As a practical matter, many algorithms in Wolfram|Alpha were found by NKS methods&#8211;by searching the computational universe for programs that achieve particular purposes.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">And there is a curious sense in which the discoveries of NKS about computational irreducibility are what make Wolfram|Alpha possible.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">For one of the crucial features of Wolfram|Alpha is its ability to take free-form linguistic input, and to map it onto its precise symbolic representations of computations.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">Yet if these computations could be of any form whatsoever, it would be very difficult to recognize the linguistic inputs that represent them.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">But from NKS we know that computations fall into two classes: computationally reducible and computationally irreducible.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">NKS shows that in the abstract space of all possible computations the computationally irreducible are much the most common.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">But here is the crucial point: because those computations are not part of what we have historically studied or discussed, no systematic tradition of human language exists to describe them.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">So when we use natural human language as input to Wolfram|Alpha, we are inevitably going to be describing that thin set of computations that have long linguistic traditions, and are computationally reducible.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">Those computations cover the traditional sciences. But in a sense it is the very ubiquity of computational irreducibility that forces there to be only small islands of computational reducibility&#8211;which can readily be identified even from quite vague linguistic input.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">If one looks at Wolfram|Alpha today, much of what it computes is firmly based on OKS (the &#8220;Old Kind of Science&#8221;), and in this sense Wolfram|Alpha can be viewed as a shining example of what can be achieved with pre-NKS mathematical science.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">And curiously, after all these years, it is also perhaps the first clear consumerized example of universal computation at work. For now, for the first time, anyone will be able to walk up to a computer and immediately see just how diverse a range of possible computations it can do.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">So what about NKS? NKS is certainly crucial to the very conceptualization of Wolfram|Alpha.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">And even today one can use Wolfram|Alpha to do a little NKS: one can type in &#8220;rule 30&#8243;, or ask about other NKS systems that can readily be specified in linguistic terms.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">But in the future there is tremendous opportunity to do more with NKS in Wolfram|Alpha.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">Today, Wolfram|Alpha uses existing models from science and other areas, then does computations based on these models.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">But what if it could find new models? What if it could invent on the fly? Do science on the fly?</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">That is precisely what NKS suggests should be possible. Exploring the computational universe on request, and finding things out there that are useful for some particular specified purpose.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">We started a small experiment a few years ago with WolframTones (<a href="http://www.wolframtones.com">http://www.wolframtones.com</a>) where we use NKS to invent new musical tunes. But there is vastly more that can be done&#8211;directing with ordinary language, but discovering automatically with NKS.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">Whether today&#8217;s computers are fast enough to do this well I do not know. But perhaps by next year, Wolfram|Alpha will not only be a killer app made possible by NKS&#8211;it will also provide an outlet for the full richness of the computational universe that has been revealed to us by NKS.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">But for now: tomorrow (May 15) is the day we begin to make Wolfram|Alpha live&#8211;the first killer app of NKS.</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">See the Wolfram|Alpha Blog to follow the launch:</span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;"><a href="http://blog.wolframalpha.com"><span style="color: #800080;">http://blog.wolframalpha.com</span></a></span></p>
<p><span style="font-size: 10pt; color: black; font-family: Verdana; mso-bidi-font-size: 7.5pt;">&#8211; Stephen Wolfram</span></p>
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