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	<title>Math Drudge &#187; Essays</title>
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	<description>Two mathematicians contemplate the cosmos</description>
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		<title>&#8220;2001: A Space Odyssey&#8221;: Art versus 2012 reality</title>
		<link>http://experimentalmath.info/blog/2012/05/2001-a-space-odyssey-art-versus-2012-reality/</link>
		<comments>http://experimentalmath.info/blog/2012/05/2001-a-space-odyssey-art-versus-2012-reality/#comments</comments>
		<pubDate>Tue, 08 May 2012 00:38:35 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Essays]]></category>

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		<description><![CDATA[<p>The 1969 movie &#8220;2001: A Space Odyssey&#8221; was a landmark science-fiction film, in many ways far ahead of its time. With the recent release of a 1080p Blu-Ray video version, home viewers can enjoy nearly the same stunning level of graphics and visual effects of the original big-screen theater release. Forty-three years later, in the <span style="color:#777"> . . . &#8594; Read More: <a href="http://experimentalmath.info/blog/2012/05/2001-a-space-odyssey-art-versus-2012-reality/">&#8220;2001: A Space Odyssey&#8221;: Art versus 2012 reality</a></span>]]></description>
			<content:encoded><![CDATA[<p>The 1969 movie &#8220;2001: A Space Odyssey&#8221; was a landmark science-fiction film, in many ways far ahead of its time. With the recent release of a 1080p Blu-Ray video version, home viewers can enjoy nearly the same stunning level of graphics and visual effects of the original big-screen theater release.  Forty-three years later, in the wake of films like Star Wars, Star Trek, Alien and Avatar, and with full-time SciFi channels on cable/satellite TV, it is easy to underestimate the impact that &#8220;2001&#8243; made when it was first released.  Steven Spielberg called it his film generation&#8217;s &#8220;big bang,&#8221; while in 1977 <a href="http://starwarz.multiply.com/journal/item/10/1977_Rolling_Stone_George_Lucas_Interview">George Lucas declared</a></p>
<blockquote><p>Stanley Kubrick made the ultimate science-fiction movie and it is going to be very hard for somebody to come along and make a better movie.</p></blockquote>
<p>From a scientific point of view, the film&#8217;s account of the discovery of evidence for extraterrestrial intelligence reflects the ever-growing fascination with fundamental scientific questions such as &#8220;Are there extraterrestrials?,&#8221; &#8220;Where are they?&#8221;, &#8220;What are they like?&#8221; &#8212; questions directly tied to <a href="http://experimentalmath.info/blog/2011/09/where-is-everybody">Fermi&#8217;s paradox</a>. In general, the film faithfully reflects humankind&#8217;s eternal fascination with the planets and stars and our future destiny in outer space.</p>
<p>The movie has also been influential in technology, and so it is worth taking score on which of its numerous predictions have been borne out in the 43 years since its release, and which have not:</p>
<ol>
<li><em>Space travel</em>. Perhaps the biggest disappointment since the movie was released has been our failure to seriously embark on space travel. We have an International Space Station orbiting the planet, but it is a far cry from the huge double-wheel structure depicted in the movie. We traveled to the moon shortly after the film&#8217;s release, but we have not returned there in four decades, even for brief exploration trips, much less to construct permanent colonies. Several U.S. attempts to initiate human trips to Mars have been scuttled, victims of crushing budget deficits. Space vehicles of the enormous scale depicted in &#8220;2001&#8243; remain far-future fantasies.  NASA has had to bring back seventy-year old engineers to tell their &#8220;war stories&#8221; about the Apollo program, in order to preserve a rapidly disappearing corporate memory.</li>
<p>
<li><em>Computer technology</em>. While the film does not provide details of the construction of the HAL-9000 onboard computer, it is fair to say that few, if anyone, at the time could have predicted the enormous increase in computer power that has been achieved in the interim, with <a href="http://experimentalmath.info/blog/2012/01/moores-law-and-the-future-of-science-and-mathematics">Moore&#8217;s Law</a> marching relentlessly forward for 45 years and running. It is worth pointing out that a physically large, centralized computer was required in the movie to monitor and control all onboard systems. Nowadays this task could be handled by a handful of $1000 computers with relative ease. And no one in 1968 dreamed that by 2001 (and much more so in 2012), many individual households would have multiple computers (counting PCs, tablets and smartphones), each more powerful and capacious than the world&#8217;s most powerful systems in 1968. Here as elsewhere, reality has imitated art. Apple&#8217;s &#8220;Siri&#8221; assistant (and Steven Hawking as well) sounds like HAL because Steve Jobs wanted it to.</li>
<p>
<li><em>Videophones</em>. In &#8220;2001,&#8221; when Frank Bowman arrives at the space station, he places a videophone call to his daughter from a pay telephone booth. Nowadays, many of us carry in our pocket a smartphone that can place color video calls (e.g., using Microsoft&#8217;s <a href="http://www.skype.com">Skype</a> and Apple&#8217;s <a href="http://www.apple.com/iphone/built-in-apps/facetime.html">FaceTime</a>) to anyone else with a similar smartphone, and millions of others use similar services on PCs. Along this line, the visual resolution of the videophone screen in the movie was not very good &#8212; present-day Internet video is typically much better. Finally, it is worth pointing out the laughable suggestion that Frank Bowman should be charged $1.75 for placing a 2-minute videophone call to his daughter. Nowadays no one pays per-minute charges for FaceTime or Skype video calls, provided one has a suitable high-speed Internet service.</li>
<p>
<li><em>Tablet computers</em>. One prediction was right on the money: early prototypes of flat-screen display tablets appeared in roughly 2001. In the past few years they have exploded in popularity, and are now part of the daily routine of many millions of devoted users worldwide. It is amusing that in August 2011, in response to a patent infringement lawsuit by Apple Computers against Samsung, the latter <a href="http://abcnews.go.com/Technology/apple-ipad-samsung-galaxy-stanley-kubrick-showed-tablet/story?id=14387499#.T6gk3e0dxP5">argued</a> that Apple&#8217;s iPad was too closely modeled on the tablets depicted in &#8220;2001.&#8221;</li>
<p>
<li><em>Computer chess</em>. Computer-based chess-playing programs have steadily increased in power in the intervening years since &#8220;2001.&#8221; Finally, in 1998, IBM&#8217;s &#8220;Deep Blue&#8221; computer <a href="http://www.nytimes.com/1997/05/12/nyregion/swift-and-slashing-computer-topples-kasparov.html">defeated</a> Garry Kasparov, the reigning world champion chess player. Nowadays even PC-based chess programs can defeat most strong chess players. See the <a href="http://experimentalmath.info/blog/2012/03/are-computers-playing-games-with-us">Math Drudge blog on games</a> and our <a href="http://www.huffingtonpost.com/david-h-bailey/computer-game-intelligence_b_1396377.html">Huffington Post</a> article for details.</li>
<p>
<li><em>Voice recognition</em>. While voiceprint identification was available not long after the movie&#8217;s release, full-fledged, multi-person, reasonably reliable voice recognition technology has only recently come to full flower. Apple&#8217;s voice-activated &#8220;Siri&#8221; assistant, now available on the latest iPhones, is a <a href="http://theconversation.edu.au/person-or-computer-could-you-pass-the-turing-test-6769">harbinger of the future</a>, and similar products are in development by other high-tech firms.</li>
<p>
<li><em>Artificial intelligence</em>. At the time &#8220;2001&#8243; was produced, researchers were confident that fully operational artificial intelligence systems would be available in just a few years. Alas, even now we do not have the equivalent of the HAL-9000 system aboard the movie&#8217;s spacecraft, which effortlessly exchanged information with the astronauts. But we are getting much closer, as evidenced by last year&#8217;s stunning <a href="http://www.nytimes.com/2011/02/17/science/17jeopardy-watson.html">victory</a> of IBM&#8217;s <a href="http://www.huffingtonpost.com/david-h-bailey/computer-game-intelligence_b_1396377.html">Watson</a> computer system in the American TV game show Jeopardy!  Renewed interest in the <a href="http://theconversation.edu.au/person-or-computer-could-you-pass-the-turing-test-6769">Turing test</a> speaks to the revived sense of progress in this area.</li>
</ol>
<p>So how many more years will transpire before we truly return to space in the style of &#8220;2001&#8243;? Recently NASA, recognizing continuing problems with safety and technological obsolescence, terminated its Space Shuttle program, leaving the world&#8217;s largest economy without a viable space transport. NASA is placing its hopes on private ventures such as <a href="http://www.spacex.com">SpaceX</a>, founded by PayPal entrepreneur Elon Musk, which is developing its Falcon 9 spacecraft to deliver cargoes (and later people) to the International Space Station. But NASA&#8217;s longer-term plans to send humans to Mars remain mired in budget cuts and high-level indecision. Even American Presidential candidate Newt Gingrich&#8217;s more modest suggestion to create a colony on the moon was <a href="http://www.huffingtonpost.com/2012/01/27/jon-stewart-newt-gingrich-moon-colony-lunar-trump-video_n_1236335.html">met with derision</a>. We hope that it was the messenger, not his message and long-term vision, that was being derided.</p>
<p>Meanwhile, China has announced an ambitious <a href="http://www.nytimes.com/2011/12/30/world/asia/china-unveils-ambitious-plan-to-explore-space.html">five-year plan</a> to develop space technology. China&#8217;s initial moon plans include orbiters that will make soft lunar landings, survey the lunar landscape, and then return collect samples of the moon’s surface to earth for analysis. Ultimately China plans to place astronauts on the moon. One advantage of China&#8217;s space program is that most likely it will not be subject to the &#8220;fits and starts&#8221; and political infighting that have plagued the U.S. space program.</p>
<p>Looking further into the future, NASA and the Defense Advanced Projects Research Agency (DARPA) recently embarked on a <a href="http://www.nytimes.com/2011/10/18/science/space/18starship.htm">100-Year Starship Study</a>, as a first step to chart out the future of space exploration. This includes plans for interstellar travel, energy generation and requisite medical and radiation-resistance technologies.</p>
<p>There is clearly a public appetite for human space discovery, independent of the public&#8217;s appreciation of <a href="http://en.wikipedia.org/wiki/NASA_spin-off">spin-off technologies</a> generated from the first space age. What is missing is a sales pitch &#8212; like the arms race but ideally less grim &#8212; that made possible the Apollo program. Time will tell when and how the 2001 vision will be realized, and if it will be human or robotic. In the meantime we all can dream.</p>
<p>This article also appeared in the <a href="http://www.huffingtonpost.com/david-h-bailey/2001-a-space-odyssey-art-_b_1501750.html">Huffington Post</a>.</p>
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		<title>What does the latest DNA data say about evolution?</title>
		<link>http://experimentalmath.info/blog/2012/05/what-does-the-latest-dna-data-say-about-evolution/</link>
		<comments>http://experimentalmath.info/blog/2012/05/what-does-the-latest-dna-data-say-about-evolution/#comments</comments>
		<pubDate>Wed, 02 May 2012 03:02:46 +0000</pubDate>
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				<category><![CDATA[Essays]]></category>

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		<description><![CDATA[Introduction <p>In the past few years, modern genome sequencing and computer technology have placed enormous volumes of DNA data at the fingertips of researchers worldwide. The first complete human genome sequence was completed in 2000, after a ten-year effort that cost over USD$500 million. But genome sequencing technology is advancing very rapidly &#8212; human genomes <span style="color:#777"> . . . &#8594; Read More: <a href="http://experimentalmath.info/blog/2012/05/what-does-the-latest-dna-data-say-about-evolution/">What does the latest DNA data say about evolution?</a></span>]]></description>
			<content:encoded><![CDATA[<h3>Introduction</h3>
<p>In the past few years, modern genome sequencing and computer technology have placed enormous volumes of DNA data at the fingertips of researchers worldwide.  The first complete human genome sequence was completed in 2000, after a ten-year effort that cost over USD$500 million.  But genome sequencing technology is advancing very rapidly &#8212; human genomes can now be sequenced for roughly $100,000, and some groups are targeting a price as low as $1,000 [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Pollack2008">Pollack2008</a>].  This same sequencing technology has enabled biologists to study the genomes of thousands of other biological species, including many common (and not-so-common) plants and animals.  This has resulted in an enormous repository of data available for the study of evolution at the most basic level.</p>
<h3>Amino acid data</h3>
<p>One example of DNA-type data is the table below, which compares the 146-unit amino acid sequences of beta globin (a component of hemoglobin) among various species of animals.  Amino acids are coded directly by triplets of DNA letters, and thus the study of amino acid sequences is very close to the study of DNA sequences themselves.  Note that human beta globin is identical to that of chimpanzees, differs in only one location from that of gorillas, yet is increasingly distinct from that in red foxes, polar bears, horses, rats, chicken and salmon.  Anyone can generate similar data using online tools and databases [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Evolution2009">Evolution2009</a>]:</p>
<table width=100% border=1 cellpadding=1 cellspacing=1>
<tr>
<td colspan=11>
<center>Percent Agreement between Beta Globin of Various Species</center></td>
<tr>
<td>Species</td>
<td>Human</td>
<td>Chimp</td>
<td>Gorilla</td>
<td>Red fox</td>
<td>Dog</td>
<td>Polar bear</td>
<td>Horse</td>
<td>Rat</td>
<td>Chicken</td>
<td>Salmon</td>
</tr>
<tr>
<td>Human</td>
<td>100.</td>
<td>100.</td>
<td>99.3</td>
<td>91.1</td>
<td>89.7</td>
<td>89.7</td>
<td>83.6</td>
<td>81.5</td>
<td>69.2</td>
<td>49.7</td>
</tr>
<tr>
<td>Chimp</td>
<td>100.</td>
<td>100.</td>
<td>99.3</td>
<td>91.1</td>
<td>89.7</td>
<td>89.7</td>
<td>83.6</td>
<td>81.5</td>
<td>69.2</td>
<td>49.7</td>
</tr>
<tr>
<td>Gorilla	</td>
<td>99.3</td>
<td>99.3</td>
<td>100.</td>
<td>91.8</td>
<td>90.4</td>
<td>90.4</td>
<td>82.9</td>
<td>80.8</td>
<td>68.5</td>
<td>49.0</td>
</tr>
<tr>
<td>Red fox</td>
<td>91.1</td>
<td>91.1</td>
<td>91.8</td>
<td>100.</td>
<td>98.6</td>
<td>95.2</td>
<td>80.8</td>
<td>80.1</td>
<td>72.6</td>
<td>49.7</td>
</tr>
<tr>
<td>Dog</td>
<td>89.7</td>
<td>89.7</td>
<td>90.4</td>
<td>98.6</td>
<td>100.</td>
<td>94.5</td>
<td>80.1</td>
<td>79.5</td>
<td>71.2</td>
<td>49.0</td>
</tr>
<tr>
<td>Polar bear</td>
<td>89.7</td>
<td>89.7</td>
<td>90.4</td>
<td>95.2</td>
<td>94.5</td>
<td>100.</td>
<td>80.8</td>
<td>82.9</td>
<td>71.9</td>
<td>48.3</td>
</tr>
<tr>
<td>Horse</td>
<td>83.6</td>
<td>83.6</td>
<td>82.9</td>
<td>80.8</td>
<td>80.1</td>
<td>80.8</td>
<td>100.</td>
<td>76.0</td>
<td>67.8</td>
<td>46.3</td>
</tr>
<tr>
<td>Rat</td>
<td>81.5</td>
<td>81.5</td>
<td>80.8</td>
<td>80.1</td>
<td>79.5</td>
<td>82.9</td>
<td>76.0</td>
<td>100.</td>
<td>65.8</td>
<td>49.7</td>
</tr>
<tr>
<td>Chicken</td>
<td>69.2</td>
<td>69.2</td>
<td>68.5</td>
<td>72.6</td>
<td>71.2</td>
<td>71.9</td>
<td>67.8</td>
<td>65.8</td>
<td>100.</td>
<td>54.4</td>
</tr>
<tr>
<td>Salmon</td>
<td>49.7</td>
<td>49.7</td>
<td>49.0</td>
<td>49.7</td>
<td>49.0</td>
<td>48.3</td>
<td>46.3</td>
<td>49.7</td>
<td>54.4</td>
<td>100.</td>
</tr>
</table>
<h3>Mutations</h3>
<p>The picture is the same if we consider the pattern of mutations between closely related species.  One particularly interesting example that has recently been uncovered is the &#8220;GULO&#8221; gene, which is an essential part of the machinery that makes Vitamin C in most animals.  Humans lack a functioning copy of this gene &#8212; our copy is highly mutated fragment, classified as a relic gene or pseudogene.  Scurvy, that scourge of British sailors and Mormon pioneers crossing the plains, occurs in humans when they do not get enough Vitamin C.  Interestingly, although the GULO pseudogene is highly mutated and utterly useless, humans and chimpanzees have almost identical copies of it &#8212; the human and chimp versions are 98% identical.  Evidently a common ancestor of humans and chimps adopted a diet rich in fruits and vegetables, and thus a chance mutation that disabled Vitamin C production was no longer a fatal one and was passed on to posterity [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Fairbanks2007">Fairbanks2007</a>, pg. 53-55; <a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Coyne2009">Coyne2009</a>, pg. 67-69].</p>
<h3>Transposons</h3>
<p>Another recent development in this arena is the analysis of &#8220;transposons&#8221; or &#8220;jumping genes.&#8221;  These are sections of DNA that have been randomly copied from one part of an organism&#8217;s genome to another.  Most of the time, these inserted genes do no damage, because they &#8220;land&#8221; in relatively unimportant sections of DNA.  But they do provide an excellent means to classify species into their phylogenetic (&#8220;family tree&#8221;) relationship.  This is because it is exceedingly unlikely that the same random insertion of an entire gene would occur at the same spot in the genomes of two or more different organisms or species, unless, of course, each inherited this curious feature from a common ancestor, and it is also exceedingly unlikely that a group of species with &#8220;random&#8221; assortments of transposons could be organized into a family tree.  Transposon data has been used, for instance, to classify a large number of vertebrate species into a &#8220;family tree,&#8221; with a result that is virtually identical to what biologists had earlier reckoned based only physical features and biological functions [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Rogers2011">Rogers2011</a>, pg. 25-30].</p>
<p>Here is an example of how transposon data can be used to determine the phylogenetic relationships (i.e., &#8220;family tree&#8221;) of various primates including humans.  The columns labeled ABCDE denote five blocks of transposons, and x and o respectively denote that the block is present or absent in the genome of the given species.  It is clear from this data that our closest primate relatives are chimpanzees and bonobos [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Rogers2011">Rogers2011</a>, pg. 89; <a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Salem2003">Salem2003</a>].</p>
<pre>
						Transposon blocks
			Species		A	B	C	D	E
        /---------	Human		o	x	x	x	x
       /----------	Bonobo		x	x	x	x	x
      / \---------	Chimp		x	x	x	x	x
     /------------	Gorilla		o	o	x	x	x
-----|------------	Orangutan	o	o	o	x	x
     \------------	Gibbon		o	o	o	o	o
</pre>
<h3>Other areas of research</h3>
<p>Another research arena that is exploding with activity is in analyzing DNA of groups of existing species, then employing advanced statistical methods (e.g., &#8220;maximum likelihood analysis&#8221;), running on powerful computer systems, to reconstruct the most likely family tree for a given set of organisms.  Soon much of evolutionary history will be deducible purely from this type of automatic computer-based analysis.  Already, significant results have been obtained in this area.  In May 2010, a researcher announced, on the basis of a very carefully performed statistical analysis, that the hypothesis of a &#8220;universal common ancestor&#8221; (a conjecture, dating back to Charles Darwin, that all life arose from a single common ancestral organism) has been resoundingly confirmed.  The author, Prof. Douglas L. Theobald of Brandeis University, found that the universal common ancestor hypothesis is at least 10<sup>2860</sup> times more likely to have produced the modern-day protein sequences that we observe in living organisms, compared to the next most probable scenario that involves multiple original ancestors [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Harmon2010">Harmon2010</a>; <a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Theobald2010">Theobald2010</a>].</p>
<p>Researchers are also combining analyses of DNA sequences with paleontological (fossil) data, resulting in more precise determinations of various branches in the tree of life.  For example, a study published in November 2010 that combined both paleontological and molecular data established that divergence of humans and chimpanzees very likely took place eight million years in the past instead of five to six million years, as generally believed until recently [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#SD2010d">SD2010d</a>; <a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Wilkinson2010">Wilkinson2010</a>].</p>
<h3>Summary</h3>
<p>The explosion of genome sequences and DNA data banks in recent years has provided an enormous storehouse of data for biologists.  Analyses of these data have dramatically confirmed the central tenets of evolution, including  the common ancestry of all biological organisms, all arranged convincingly in a phylogenetic family tree, in most cases exactly as had been previously reckoned based solely on similarities of physical forms and biological functions.  As anthropologist Alan R. Rogers recently noted, &#8220;Phylogenetic pattern is everywhere in nature.  It makes sense only if all living things evolved from a single ancestor.&#8221; [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Rogers2011">Rogers2011</a>, pg. 31].  Similarly, genetist Daniel J. Fairbanks emphasizes that [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Fairbanks2007">Fairbanks2007</a>, pg. 170]:</p>
<blockquote><p>[The] obvious hierarchical arrangement of life, and the literally millions of ancestral relics in our DNA &#8212; all undeniably attest to our common evolutionary origin with the rest of life.  If someone can believe that all living organisms share the same creator, why not consider that all living organisms share a common genetic heritage?</p></blockquote>
<p>[This was previously posted at <a href="http://www.sciencemeetsreligion.org/blog">SMR blog</a>.]</p>
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		<title>Is your mate actually a computer?   Would you pass the &#8220;Turing test&#8221;?</title>
		<link>http://experimentalmath.info/blog/2012/04/will-computers-soon-pass-the-turing-test/</link>
		<comments>http://experimentalmath.info/blog/2012/04/will-computers-soon-pass-the-turing-test/#comments</comments>
		<pubDate>Fri, 27 Apr 2012 18:17:19 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Essays]]></category>

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		<description><![CDATA[<p>This year marks the 100th anniversary of the birth of famed British mathematician Alan Turing (23 June 1912 – 7 June 1954).  The outline of his remarkable life and sad ending has by now become fairly well known. Turing laid numerous foundation stones of modern computing, ranging from the deepest mathematical nature of computing (using what are now called <span style="color:#777"> . . . &#8594; Read More: <a href="http://experimentalmath.info/blog/2012/04/will-computers-soon-pass-the-turing-test/">Is your mate actually a computer?   Would you pass the &#8220;Turing test&#8221;?</a></span>]]></description>
			<content:encoded><![CDATA[<p>This year marks the 100th anniversary of the birth of famed British mathematician <a href="http://en.wikipedia.org/wiki/Alan_Turing">Alan Turing</a> (23 June 1912 – 7 June 1954).  The outline of his remarkable life and <a href="http://blog.jgc.org/2011/07/complete-text-of-gordon-browns-apology.html">sad ending</a> has by now become fairly well known. Turing laid numerous foundation stones of modern computing, ranging from the deepest mathematical nature of computing (using what are now called Turing machines he provided the modern approach to incompleteness and undecidability) to specific issues of practical design;  he also contributed to <a href="http://www.wired.com/wiredscience/2011/02/turing-patterns/">mathematical biology</a> (morphology) and much else. At the same time, he played a key role in the British government&#8217;s breaking of the German Enigma code at the now-fabled but then ultra-secret <a href="http://www.bletchleypark.org.uk/content/machines.rhtm">Bletchley Park</a>, thus arguably accelerating the end of World War II.</p>
<div id="attachment_2640" class="wp-caption alignleft" style="width: 240px"><a href="http://experimentalmath.info/blog/wp-content/uploads/2012/04/archiveiconlarge.jpg"><img class=" wp-image-2640  " title="archiveiconlarge" src="http://experimentalmath.info/blog/wp-content/uploads/2012/04/archiveiconlarge.jpg" alt="" width="230" height="173" /></a><p class="wp-caption-text">Image from the Turing archive</p></div>
<div id="attachment_2626" class="wp-caption alignright" style="width: 230px"><a href="http://experimentalmath.info/blog/wp-content/uploads/2012/04/220px-Bombe-rebuild2.jpg"><img class="size-full wp-image-2626 " title="220px-Bombe-rebuild" src="http://experimentalmath.info/blog/wp-content/uploads/2012/04/220px-Bombe-rebuild2.jpg" alt="" width="220" height="165" /></a><p class="wp-caption-text">Turing&#39;s cryptographic &#39;bombe&#39;  as rebuilt  at Bletchley Park</p></div>
<p style="text-align: center;"><a href="http://experimentalmath.info/blog/wp-content/uploads/2012/04/run3.jpg"><img class="aligncenter  wp-image-2660" title="run" src="http://experimentalmath.info/blog/wp-content/uploads/2012/04/run3-143x300.jpg" alt="" width="114" height="240" /></a></p>
<p> <span style="text-align: center;"><br />
Turing (see </span><a style="text-align: center;" href="http://www.turing.org.uk/turing/index.html">http://www.turing.org.uk</a><span style="text-align: center;">) was many other </span><span style="text-align: center;">things: a world class marathon runner, a troubled homosexual, and an atheist who famously said &#8220;The universe is a differential equation. Religion is an initial condition.&#8221;  Those who knew him savour Feynman-like anecdotes. His achievements are perhaps most succinctly summarized by Harvard scholar Steven Pinker, who </span><a style="text-align: center;" href="http://www.amazon.com/The-Better-Angels-Our-Nature/dp/0670022950">declared</a><span style="text-align: center;">:</span></p>
<blockquote><p>It would be an exaggeration to say that the British mathematician Alan Turing explained the nature of logical and mathematical reasoning, invented the digital computer, solved the mind-body problem, and saved Western civilization. But it would not be much of an exaggeration.</p></blockquote>
<p>One of Turing&#8217;s many signal contributions was a 1950 <a href="http://loebner.net/Prizef/TuringArticle.html">article</a> that defined what is now known as the &#8220;Turning test.&#8221; In this article, he proposed a test in which a human &#8220;converses&#8221; with two entities &#8212; one human and one computer program &#8212; over a text-only channel (i.e., a computer keyboard/screen), and then attempts to determine which is the human and which is the computer. If, after say five minutes of testing, the majority of human interrogators are unable to determine which is which, Turing said that we could claim that the computer system has achieved a certain level of intelligence.</p>
<p>Turing&#8217;s article even anticipated several possible objections to his test, including mathematical and philosophical objections, which continue to be debated to the present day. For example, some potential questions might not be &#8220;fair&#8221; to a computer. And we all have human acquaintances who might be judged &#8220;computer&#8221; in such a test.</p>
<p>In the decades since 1950, when Turing proposed the test, it has been widely influential in directing progress in the computing field in general and in artificial intelligence in particular. Some early attempts at Turing test programs pointed out both the promise and the perils of this enterprise. In 1966, Joseph Weizenbaum created a program, known as <a href="http://en.wikipedia.org/wiki/ELIZA">ELIZA</a>, which identified keywords in text typed by a human, and then responded with some sort of clever but inquiring response, in the style of a psychologist interviewing a patient. Although some subjects were genuinely surprised to learn that the &#8220;psychologist&#8221; was a computer, to more skeptical testers its weaknesses quickly became evident. The present authors do remember enjoying playing with it when personal computers first allowed for relaxed therapy sessions.</p>
<p>Progress in the field languished somewhat during the 1970s and 1980s, but since 1991 there has been an annual <a href="http://www.loebner.net/Prizef/loebner-prize.html">Loebner Prize</a> in artificial intelligence in which ELIZA&#8217;s children &#8212; now called &#8220;chat-bots&#8221; &#8212; compete to pass the Turing test. Two recent advances have dramatically enhanced interest: (a) the ready availability of many terabytes of data, from technical documents on every conceivable topic to the growing personal databases of &#8220;lifeloggers&#8221;; and (b) sophisticated statistical techniques for organizing and classifying this data.</p>
<p>This technology was perhaps most publicly brought to the public eye with the recent defeat of two champion human contestants on the American quiz show &#8220;Jeopardy!&#8221; by an IBM-developed computer system known as &#8220;Watson.&#8221; Additional details on Watson (both its Jeopardy! achievement and future commercialization plans) are available from the <a href="http://www-03.ibm.com/innovation/us/watson/what-is-watson/index.html">IBM Watson</a> <a href="http://www-03.ibm.com/innovation/us/watson/what-is-watson/index.html">website</a> and also in a <a href="http://www.nytimes.com/2010/06/20/magazine/20Computer-t.html?pagewanted=all">New York Times article</a>. See also our previous blogs on Watson: <a href="http://experimentalmath.info/blog/2012/03/are-computers-playing-games-with-us">Math Drudge #1</a> and <a href="http://experimentalmath.info/blog/2011/02/what-does-watsons-victory-really-mean">Math Drudge #2</a> and HuffPost article on <a href=" http://www.huffingtonpost.com/david-h-bailey/computer-game-intelligence_b_1396377.htm">Games computers play with us</a>.</p>
<p>Watson is now rapidly moving into specializations for medicine and <a href="http://www.technewsworld.com/story/74923.html ">voice recognition</a> among other things. IBM clearly views Apple Computers&#8217; <a href="http://www.apple.com/iphone/features/siri.html">Siri assistant</a>, available with the iPhone 4S, as a main target of competition. Meanwhile Google and AT&amp;T are working on similar systems, according to a recent <a href="http://www.pcadvisor.co.uk/news/network-wifi/3352758/att-watson-vs-apple-siri-talkin-about-smackdown">UK report</a>. Among other things, Watson-type technology offers amazing opportunities as an intelligent assistant for <a href="https://theconversation.edu.au/profiles/jon-borwein-101/dashboard#">mathematical research</a>.</p>
<p>So far no computer system has passed the Turing test, according to the strict rules of the <a href="http://www.loebner.net/Prizef/loebner-prize.html">Loebner prize</a> competition, but they are getting close. The 2010 and 2011 competitions have been won by a chat-bot computer system known as &#8220;CHAT-L,&#8221; programmed by Bruce Wilcox. In 2010 this program actually fooled one of the four human judges into thinking it was human.</p>
<p>All this raises the question of whether a computer system that finally passes the Turing test is really &#8220;conscious&#8221; or &#8220;human&#8221; in any sense. These issues were summarized by Robert M. French in a recent <a href="http://www.sciencemag.org/content/336/6078/164.summary?sid=9cdfe35f-a1fc-4e8e-9ca8-ab072a1421bd">Science article</a>:</p>
<blockquote><p>All of this brings us squarely back to the question first posed by Turing at the dawn of the computer age, one that has generated a flood of philosophical and scientific commentary ever since. No one would argue that computer-simulated chess playing, regardless of how it is achieved, is not chess playing. Is there something fundamentally different about computer-simulated intelligence?</p></blockquote>
<p><span style="text-align: left;">French is among the more pessimistic observers.  Others, such as futurist <a href="http://www.time.com/time/health/article/0,8599,2048138-1,00.html">Ray Kurzweil</a> are much more expansive.  He predicts that in roughly the year 2045, machine intelligence will match then transcend human intelligence, resulting in a dizzying advance of technology that we can only dimly foresee at the present time. Kurzweil outlines this vision in his recent book <em>The Singularity Is Near</em>.</span></p>
<p><span style="text-align: left;">Only time will tell when Turing&#8217;s vision will be achieved.  But civilization will never be the same once it is.</span></p>
<p style="text-align: center;"><span style="text-align: left;"><a href="http://experimentalmath.info/blog/wp-content/uploads/2012/04/220px-Turing_Plaque1.jpg"><img class="size-full wp-image-2665 aligncenter" title="220px-Turing_Plaque" src="http://experimentalmath.info/blog/wp-content/uploads/2012/04/220px-Turing_Plaque1.jpg" alt="" width="220" height="165" /></a></span></p>
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		<title>Are computers playing games with us?</title>
		<link>http://experimentalmath.info/blog/2012/03/are-computers-playing-games-with-us/</link>
		<comments>http://experimentalmath.info/blog/2012/03/are-computers-playing-games-with-us/#comments</comments>
		<pubDate>Tue, 27 Mar 2012 23:24:36 +0000</pubDate>
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				<category><![CDATA[Essays]]></category>

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		<description><![CDATA[<p>Games are as old as human society as the image below illustrates.  But as with all other parts of society, games and gaming are being profoundly changed by the computing and communication revolution.</p> <p>Some of the changes are obvious, some are less so.</p> © Maler der Grabkammer der Nefertari. This work portrays the ancient Egyptian <span style="color:#777"> . . . &#8594; Read More: <a href="http://experimentalmath.info/blog/2012/03/are-computers-playing-games-with-us/">Are computers playing games with us?</a></span>]]></description>
			<content:encoded><![CDATA[<p><a href="http://www.sott.net/articles/show/238577-Board-Games-Originated-as-Elite-Pastime">Games are as old as human society</a> as the image below illustrates.  But as with all other parts of society, games and gaming are being profoundly changed by the computing and communication revolution.</p>
<p>Some of the changes are obvious, some are less so.</p>
<div class="mceTemp mceIEcenter" style="text-align: left;">
<dl id="attachment_2462" class="wp-caption aligncenter" style="width: 310px;">
<dt class="wp-caption-dt"><a href="http://experimentalmath.info/blog/wp-content/uploads/2012/03/senet.png"><img class="size-medium wp-image-2462 " title="senet" src="http://experimentalmath.info/blog/wp-content/uploads/2012/03/senet-300x230.png" alt="" width="300" height="230" /></a></dt>
<dd class="wp-caption-dd">© Maler der Grabkammer der Nefertari. This work portrays the ancient Egyptian game of Senet</dd>
</dl>
</div>
<p>&nbsp;</p>
<p style="text-align: center;"><strong>Computer games humans play</strong></p>
<p>It is both useful and sobering to consider the enormous progress that has been made in computer technology over the past 50 years. Back in 1965 Intel co-founder Gordon Moore observed in a little-noticed <a href="ftp://download.intel.com/museum/Moores_Law/Articles-press_Releases/Gordon_Moore_1965_Article.pdf">article</a> that the complexity of integrated circuits had increased at a rate of roughly a factor of two per year for several years, and &#8220;there is no reason to believe it will not remain nearly constant for at least 10 years.&#8221;</p>
<p>That was arguably the world&#8217;s greatest understatement: the trend of computer devices roughly doubling in complexity every 18 months or so (not quite every 12 months as originally predicted) has continued unabated for nearly 50 years, resulting in devices, such as the latest microprocessor and memory chips, that incorporate billions of components and are billions of times more capable than the primitive items that once were considered the pinnacle of modern technology.  This doubling is now called Moore&#8217;s law, and when it comes to games, &#8220;the Moore the merrier&#8221;.</p>
<p>What are we doing with these devices? Among other things, many millions of persons worldwide hold in their hands a smartphone with features, such as voice recognition and precise GPS positioning, not available on any device at any price just a few years ago.</p>
<p>And, as anyone with a `teenager&#8217; in the house will attest, computers are indeed playing games with us. The latest systems from Sony, Nintendo and others have more computational horsepower (over one trillion arithmetic operations per second) than the world&#8217;s fastest supercomputers just 15 years or so ago, and the real-time graphics they generate are truly remarkable. One consequence is the emergence of multi-player real-time immersive games.</p>
<p style="text-align: center;"><strong>Human games computers play</strong></p>
<p>But computers are also playing games that require something else &#8212; significant  intelligence, at least of the artificial variety.  Let us look at various famous human games. State-of-the-art computer programs never lose when playing <a href="http://en.wikipedia.org/wiki/Chinook_(draughts_player)">Checkers</a> and <a href="http://en.wikipedia.org/wiki/Backgammon">Backgammon</a>. They can play a very good hand of <a href="http://en.wikipedia.org/wiki/Computer_bridge">Bridge</a>; indeed, human players often practice against Bridge-playing programs, as they do with chess. Likewise brute force <a href=" http://en.wikipedia.org/wiki/Maven_(Scrabble)">Scrabble</a> will impassively demolish most human payers.</p>
<p>Computer programs for <a href="http://en.wikipedia.org/wiki/Polaris_(poker_bot)">Poker</a> have significantly improved in the past few years (bluffing is less of a big-deal than it might appear), and one program recently defeated some professional players in a tournament. Computer programs for <a href="http://en.wikipedia.org/wiki/Computer_Go">Go</a> have also become much stronger in recent years, although there is still a significant gap between the best computer programs and strong human players. (Go has many many more positions than chess, and so raw power is less effective.)</p>
<p>Many are familiar with the 1997 <a href="http://www.nytimes.com/1997/05/12/nyregion/swift-and-slashing-computer-topples-kasparov.html">defeat</a> of Garry Kasparov, the world&#8217;s reigning chess champion, by IBM&#8217;s &#8220;Deep Blue&#8221; computer. Commenting on his experience, Kasparov later <a href="http://www.nybooks.com/articles/archives/2010/feb/11/the-chess-master-and-the-computer">reflected</a>, &#8220;It was my luck (perhaps my bad luck) to be the world chess champion during the critical years in which computers challenged, then surpassed, human chess players.&#8221;</p>
<p>Deep Blue employed some new techniques, but for the most it simply applied enormous computing power, so that it could store many openings, look ahead many moves, and &#8212; except when the programmers erred &#8212; never make mistakes. Cheap laptop programs now beat all human comers. So we have `solved chess&#8217;. But as John McCarthy <a href="http://www.sciencemag.org/content/276/5318/1518.summary">wrote</a>,</p>
<blockquote><p>In 1965 the Russian mathematician Alexander Konrod said &#8220;Chess is the Drosophila of artificial intelligence.&#8221; However, computer chess has developed as genetics might have if the geneticists had concentrated their efforts starting in 1910 on breeding racing Drosophila. We would have some science, but mainly we would have very fast fruit flies.</p></blockquote>
<p style="text-align: center;"><a href="http://imgs.xkcd.com/comics/game_ais.png"><img class="aligncenter" style="border-style: initial; border-color: initial;" title="Games computers play" src="http://imgs.xkcd.com/comics/game_ais.png" alt="" width="178" height="365" /></a></p>
<p>Deep Fritz, <a href="http://www.nytimes.com/2006/12/05/crosswords/chess/05cnd-chess.html">a humble work station</a>, beat world champion Vladimir Kramnik in 2006.   Marty Newborn, one of the match organizers, said, &#8221;If you are interested in programming computers so that they compete in games, the two interesting ones are poker and go. That is where the action is.&#8221;</p>
<p>In a fundamental way, human games that computers can always win at are no longer human games. It is hard to see checkers, bridge or chess making a serious resurgence in this century.</p>
<p><img class=" wp-image-2456 alignright" style="border-style: initial; border-color: initial;" title="Watson's_avatar" src="http://experimentalmath.info/blog/wp-content/uploads/2012/03/Watsons_avatar-300x284.jpg" alt="" width="180" height="170" /></p>
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<p style="text-align: center;"><strong>When natural language is involved</strong></p>
<p style="text-align: left;">But, to our mind, even this feat was overshadowed by the 2011 <a href="http://www.nytimes.com/2011/02/17/science/17jeopardy-watson.html">defeat</a> of two champion contestants on the American quiz show Jeopardy!, by a new IBM-developed computer system named &#8220;Watson.&#8221; The Watson achievement was significantly more impressive than Deep Blue or other board-game-playing programs because it involved <a href="http://www.nytimes.com/2011/02/06/opinion/06powers.html">natural language understanding</a>, namely the intelligent &#8220;understanding,&#8221; in some sense, of ordinary (often tricky) English text.</p>
<p>For example, in &#8220;Final Jeopardy&#8221; culminating the Jeopardy! match, in the category &#8220;19th century novelists,&#8221; the clue was &#8220;William Wilkinson&#8217;s &#8216;An Account of the Principalities of Wallachia and Moldavia&#8217; inspired this author&#8217;s most famous novel.&#8221; Watson correctly responded &#8220;Who is Bram Stoker?&#8221; [Stoker is the author of Dracula], thus sealing the victory. Legendary Jeopardy! champ Ken Jennings conceded by writing on his tablet, &#8220;I for one welcome our new computer overlords.&#8221;</p>
<p><img class="alignleft size-full wp-image-2459" title="Dr Fill at Work" src="http://experimentalmath.info/blog/wp-content/uploads/2012/03/dr-fill.jpg" alt="" width="267" height="189" /></p>
<p>Recently computer scientist Matthew Ginsberg  eyed a similarly challenging problem: Defeat the world&#8217;s best human crossword puzzle solvers.</p>
<p>Ginsberg, who has received a Ph.D. from Oxford and has written a book on artificial intelligence, has already tested his computer program, known as <a href="http://www.nytimes.com/2012/03/17/technology/computer-matching-wits-with-humans-in-crossword-tournament.html">Dr. Fill</a>, in a series of crossword puzzle tournaments, finishing on top in three of 15 contests.</p>
<p>Typical full-size newspaper crossword puzzles have roughly 140 words, and, as in Jeopardy!, the clues are often notoriously subtle. As an example, in a 2010 <em>New York Times</em> crossword puzzle with the theme &#8220;rabbits,&#8221; the correct answer to clue &#8220;Famous bank robbers&#8221; was &#8220;BUNNYANDCLYDE.&#8221; Obviously such machinations require some degree of imagination and creativity. In the latest <a href="http://www.crosswordtournament.com/2012">American Crossword Puzzle Tournament</a> held in Brooklyn, New York (March 16-18, 2012), Dr. Fill did well on some easier puzzles, but not so well on two rather difficult puzzles. Still, it finished in a respectable 141st place, not bad for an effort of <em>much</em> smaller scale than IBM&#8217;s Watson project.</p>
<p>David Ferrucci, leader of IBM&#8217;s Watson project, <a href="http://www.nytimes.com/2012/03/17/technology/computer-matching-wits-with-humans-in-crossword-tournament.html">agrees</a> that &#8220;Games are a great motivator for artificial intelligence &#8212; they push things forward.&#8221; But he emphasizes that &#8220;what really matters is where it is taking us.&#8221; He is now involved with an effort to commercialize Watson&#8217;s technology in the health care field. Perhaps similar applications will be found for Dr. Fill.</p>
<p>Computers have not yet passed the &#8220;<a href="http://en.wikipedia.org/wiki/Turing_test">Turing test</a>,&#8221; a test proposed by mathematician Allan Turning back in the 1950s, wherein a human exchanging messages with an unseen partner cannot distinguish between the computer and a human. But they are getting close. As observer Robert Epstein <a href="http://www.guardian.co.uk/technology/2011/apr/30/computers-v-humans-loebner-artificial-intelligence">notes</a>, &#8220;One thing is certain: whereas the [humans] in the competition will never get any smarter, the computers will.&#8221;</p>
<p style="text-align: center;"><strong>The future will be different </strong></p>
<p>So where is all this heading? A recent <a href="http://www.time.com/time/health/article/0,8599,2048138-1,00.html">Time article</a> features an interview with futurist Ray Kurzweil, who predicts an era, roughly in 2045, when machine intelligence will meet, then transcend human intelligence. Such future intelligent systems will then design even more powerful technology, resulting in a dizzying advance that we can only dimly foresee at the present time. Kurzweil outlines this vision in his recent book <em>The Singularity Is Near</em>.</p>
<p>Futurists such as Kurzweil certainly have their skeptics and detractors. Sun Microsystem founder <a href="http://www.wired.com/wired/archive/8.04/joy_pr.html">Bill Joy</a> is concerned that humans could be relegated to minor players in the future, and that out-of-control, nanotech-produced &#8220;grey goo&#8221; could destroy life on our fragile planet. Others (including the present authors) believe that these writers are soft-pedaling enormous societal, legal, financial and ethical challenges, as exhibited by the increasingly strident social backlash against technology and science that we see today.</p>
<p>Nonetheless, we agree that Moore&#8217;s Law is here to stay, at least for another 20 years or so. Progress in a wide range of other technologies is here to stay. Scientific progress is here to stay. Certainly gaming will never be the same.</p>
<p>And all this is leading, we believe, to real-world artificial intelligence within a few decades.  Others, such as roboticist Rodney Brooks, <a href="http://www.dailynews.com/lalife/ci_17303513">see a longer time horizon</a>:</p>
<blockquote><p>I don&#8217;t think we need to worry anytime soon about the machines taking over. I work in robotics, and the robots we build haven&#8217;t gotten rid of people. They just make them more productive. We can relax for a few hundred years, is my guess.</p></blockquote>
<p>But one way or the other, intelligent computers are coming. Get ready for them.</p>
<p>For additional details, see <a href="http://experimentalmath.info/blog/2011/02/what-does-watsons-victory-really-mean">blog #1</a>, <a href="http://experimentalmath.info/blog/2012/01/moores-law-and-the-future-of-science-and-mathematics">blog #2</a> and <a href="http://experimentalmath.info/blog/2012/03/computer-challenges-human-crossword">blog #3</a>.</p>
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		<title>Emmy Noether:  pillar of 20th century mathematics and physics</title>
		<link>http://experimentalmath.info/blog/2012/03/emmy-noether-pillar-of-20th-century-mathematics-and-physics/</link>
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		<pubDate>Tue, 27 Mar 2012 19:18:06 +0000</pubDate>
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				<category><![CDATA[Essays]]></category>

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		<description><![CDATA[<p>With all the attention given lately to the tentative discovery of the long-sought Higgs boson in experiments at the Large Hardon Collider (LHC) in Europe, one would think that more attention would be drawn to Amalie Emmy Noether, a woman who made groundbreaking contributions to both mathematics and physics.</p> <p>Noether (pronounced &#8220;ner-ter&#8221;) was born in <span style="color:#777"> . . . &#8594; Read More: <a href="http://experimentalmath.info/blog/2012/03/emmy-noether-pillar-of-20th-century-mathematics-and-physics/">Emmy Noether:  pillar of 20th century mathematics and physics</a></span>]]></description>
			<content:encoded><![CDATA[<p>With all the attention given lately to the tentative discovery of the long-sought Higgs boson in experiments at the Large Hardon Collider (LHC) in Europe, one would think that more attention would be drawn to Amalie Emmy Noether, a woman who made groundbreaking contributions to both mathematics and physics.</p>
<p>Noether (pronounced &#8220;ner-ter&#8221;) was born in 1882 to a Jewish family in Bavaria, Germany. Both her father and her brother were also mathematicians of some renown. She started out studying English, French and piano, which were thought to be more appropriate for a woman, but inevitably she became interested in mathematics. Although she was barred from formally enrolling in mathematics at the University of Erlangen, she simply audited all of the courses, and did so well on her exams that she was grudgingly granted the equivalent of a bachelor&#8217;s degree.</p>
<p>She then studied at the University of Erlangen, where she received a Ph.D. in 1907. She worked at the Mathematical Institute there for seven years without pay, since at the time women were largely excluded from academic positions.</p>
<p>But ultimately her brilliance was obvious to everyone she worked with. Famed mathematician David Hilbert in particular fought an ultimately successful battle to secure for her a faculty appointment the University of Gottingen in 1915. &#8220;I do not see that the sex of the candidate is an argument against her,&#8221; Hilbert railed indignantly to the university administration. This relationship is movingly detailed in <a href="http://experimentalmath.info/blog/2011/09/review-of-loving-and-hating-mathematics/">Loving and Hating Mathematics</a>  (Princeton University Press, 2010)  by mathematician Reuben Hersh) and  social scientist Vera John-Steiner.</p>
<p>Noether remained at Gottingen until 1933, when with the rise of the Nazi regime in Germany, she fled to the United States, where she taught at Bryn Mawr College in Pennsylvania until her untimely death from ovarian cancer two years later at the age of 53.</p>
<p>Noether made signal contributions to the mathematics of rings, fields and algebras. The Dutch mathematician B. L. van der Waerden became a leading expositor of work, which he incorporated into the second volume of his influential 1931 work <em>Moderne Algebra</em>.</p>
<p>However, her most notable achievement was her work in the area of application of these algebraic concepts to physics. Her interest in physics began in 1917, when she fell &#8220;head over ear&#8221; with Einstein&#8217;s general relativity, and began to apply her earlier work in invariance to some of the complexities of the theory. Ultimately, this led to her most famous work, now known as &#8220;Noether&#8217;s theorem.&#8221;</p>
<p>&#8220;Noether&#8217;s theorem&#8221; is fundamental to all modern physics. In colloquial terms, she demonstrated that whenever a symmetry is observed in physics, it is deeply connected with an underlying conservation law. For example, she showed that the symmetry of time inherent in physical laws is directly connected to the law of conservation of energy. Similarly, the symmetry evident when an object is spinning is directly connected to the law of conservation of angular momentum.</p>
<p>Physicists Leon Lederman and Christopher Hill have termed Noether&#8217;s theorem &#8220;one of the most important mathematical theorems ever proved in guiding the development of modern physics&#8221; [Leon M. Lederman and Christopher T. Hill, "Symmetry and the Beautiful Universe," Prometheus Books, Amherst, 2004, pg. 23-25]. Similarly, Lisa Randall, a well-known Harvard physicist, remarked that when she learned that the author of Noether&#8217;s theorem, which she had learned from early study in physics, was a &#8220;she,&#8221; Randall commented that it was &#8220;exciting and inspirational.&#8221;</p>
<p>Additional details can be found in a well-written [<a href="http://www.nytimes.com/2012/03/27/science/emmy-noether-the-most-significant-mathematician-youve-never-heard-of.html">NY Times article</a>], from which some of the above was taken.</p>
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		<title>&#8220;Numeracy crisis&#8221; threatens first-world economies</title>
		<link>http://experimentalmath.info/blog/2012/03/numeracy-crisis-threatens-first-world-economies/</link>
		<comments>http://experimentalmath.info/blog/2012/03/numeracy-crisis-threatens-first-world-economies/#comments</comments>
		<pubDate>Sun, 04 Mar 2012 22:13:52 +0000</pubDate>
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				<category><![CDATA[Essays]]></category>

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		<description><![CDATA[<p>Recent news reports and commentaries have again drawn attention to a &#8220;numeracy crisis&#8221; that threatens the economies of first-world nations.</p> <p>In the U.S., a 2009 report by the National Academies again highlighted the desperate need to improve mathematical education, particularly at the K-12 level, where so many otherwise talented students either fall behind or lose interest. <span style="color:#777"> . . . &#8594; Read More: <a href="http://experimentalmath.info/blog/2012/03/numeracy-crisis-threatens-first-world-economies/">&#8220;Numeracy crisis&#8221; threatens first-world economies</a></span>]]></description>
			<content:encoded><![CDATA[<p>Recent news reports and commentaries have again drawn attention to a &#8220;numeracy crisis&#8221; that threatens the economies of first-world nations.</p>
<p>In the U.S., a 2009 <a href="http://www.nap.edu/catalog.php?record_id=12519">report</a> by the National Academies again highlighted the desperate need to improve mathematical education, particularly at the K-12 level, where so many otherwise talented students either fall behind or lose interest. The report&#8217;s Summary concluded</p>
<blockquote><p>Mathematics education has risen to the top of the national policy agenda as part of the need to improve the technical and scientific literacy of the American public. The new demands of international competition in the 21st century require a workforce that is competent in and comfortable with mathematics. There is particular concern about the chronically low mathematics and science performance of economically disadvantaged students and the lack of diversity in the science and technical workforce. Particularly alarming is that such disparities exist in the earliest years of schooling and even before school entry. &#8230;</p>
<p>The committee found that, although virtually all young children have the capability to learn and become competent in mathematics, for most the potential to learn mathematics in the early years of school is not currently realized. This stems from a lack of opportunities to learn mathematics either in early childhood settings or through everyday experiences in homes and in communities. This is particularly the case for economically disadvantaged.</p></blockquote>
<p>In the U.K., a March 2012 <a href="http://www.nationalnumeracy.org.uk">report </a>found that millions of adults have numerical skills only at the level commonly expected of an 11-year-old. The report also found that young persons with poor numeracy skills were twice as likely to drop out of school and are twice as likely to be unemployed. It calls for the U.K. to change its attitude to mathematics, so that being bad at math should no longer be seen as a &#8220;badge of honor&#8221; [<a href="http://www.channel4.com/news/business-acts-to-tackle-numeracy-crisis">UK Channel 4 report</a>].</p>
<p>Among the highlights of the U.K. report are that one in five of business members questioned last year said that they had to teach remedial mathematics to their employees. As James Fothergill, head of education and skills at an employers&#8217; group explained, &#8220;It&#8217;s really important that [employees] are helped to apply maths skills and concepts in practical situations, such as being able to work out what a 30 per cent discount is without doing it on the till.&#8221; Another important failing noted by many of the business leaders in the survey was that few of their employees were able to spot &#8220;rogue figures,&#8221; i.e., data that is likely to be in error.</p>
<p>A press report on the U.K. study concluded by noting:</p>
<blockquote><p>The Department for Education said it was a &#8220;national scandal&#8221; that almost half the adult population have poor numeracy skills. It said it wanted the vast majority of young people to continue to study maths up to 18 within a decade to meet the growing demand for employees with high-level and intermediate maths skills.</p>
<p>&#8220;We are undertaking a root and branch review of how maths is taught in schools, attracting the best maths graduates into the profession, strengthening training through our network of specialist teaching schools and we are overhauling GCSEs and A-levels to make sure they are robust and in line with the best education systems in the world,&#8221; the DfE said in a statement.</p></blockquote>
<p>In a February 2012 dinner address, Australia&#8217;s Nobel Prize-winning astronomer Brian Schmidt went so far as to warn that Australia&#8217;s resource boom was threatened by a lock of highly-trained engineers. He noted &#8220;Too many kids who are willing and able to excel at maths are taught by teachers without the competency required to teach the subjects they are teaching.&#8221; [<a href="http://www.theaustralian.com.au/higher-education/education-failings-will-cost-us-dearly-says-nobel-prize-winner-for-physics/story-e6frgcjx-1226265205096">The Australian report</a>].</p>
<p>At the same forum, Australia&#8217;s Chief Scientist Ian Chubb said that part of the problem was because mathematics and science courses were considered &#8220;boring,&#8221; so that &#8220;radical curriculum changes&#8221; are needed. &#8220;We need to think about how to deliver the science and mathematics to a generation of students that have many more options available to them,&#8221; he said.</p>
<p>The situation is not bleak everywhere. Finland and Canada, for example, rated an &#8220;A&#8221; in an international ranking of 17 first-world nations in education and skills. Finland has ranked at (or near) the top of the OECD nations in educational performance for more than ten straight years [<a href="http://www.theatlantic.com/national/archive/2011/12/what-americans-keep-ignoring-about-finlands-school-success/250564">Atlantic article</a>].</p>
<p>Canada&#8217;s strength derives, in part from the system&#8217;s primary focus on K-12 education. On the other hand, Canada has a challenge to educate and train the three million adults who have only &#8220;Level 1&#8243; literacy [<a href="http://www.conferenceboard.ca/hcp/Details/education.aspx">Conference Board report</a>].  This would seem to show that you do get what you pay for!</p>
<p>Meanwhile, the Asian tigers of Japan, Taiwan, China, Korea and Singapore are not standing still, with impressive gains in educational performance. See <a href="http://experimentalmath.info/blog/2011/07/piigs-brics-and-straw">PIIGS, BRICS and STRAW</a> for details.</p>
<p>So what can be done? Perhaps all nations can examine the educational programs of highly successful nations such as Finland. The Finnish educational system eschews standards tests, preferring instead custom tests devised by highly qualified teachers &#8212; several decades ago the government required all teachers to have master&#8217;s degrees. Another is their focus on basic education from age 7 until 16, at which point 95 percent of the population continues in either vocational or academic high schools. According to Pasi Sahlberg, a Finnish educator and author, &#8220;The primary aim of education is to serve as an equalizing instrument for society.&#8221; [<a href="http://www.nytimes.com/2011/12/13/education/from-finland-an-intriguing-school-reform-model.html">NY Times article</a>].</p>
<p>For some related details and discussion, see <a href="http://experimentalmath.info/blog/2012/02/scientists-in-politics-what-is-the-score-and-what-can-be-done">Scientists in politics</a>, <a href="http://experimentalmath.info/blog/2012/01/poor-quality-math-and-computer-science-courses-threaten-technological-leadership">Poor quality math and computer science courses</a>, <a href="http://experimentalmath.info/blog/2011/12/innumeracy-and-public-risk">Innumeracy and public risk</a> and <a href="http://experimentalmath.info/blog/2011/07/piigs-brics-and-straw">PIIGS, BRICs and STRAW</a>.</p>
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		<title>How old is the earth?  Calculate it for yourself</title>
		<link>http://experimentalmath.info/blog/2012/03/how-old-is-the-earth-calculate-it-for-yourself/</link>
		<comments>http://experimentalmath.info/blog/2012/03/how-old-is-the-earth-calculate-it-for-yourself/#comments</comments>
		<pubDate>Sun, 04 Mar 2012 04:44:46 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Essays]]></category>

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		<description><![CDATA[Introduction <p>In one respect, science and religion have been largely reconciled since the nineteenth century, when geologists such as Charles Lyell recognized the evidence for a very old earth, and, within a few decades, most mainstream religious denominations accepted this view as well.</p> <p>But much to the consternation of scientists, young-earth creationism, which holds that <span style="color:#777"> . . . &#8594; Read More: <a href="http://experimentalmath.info/blog/2012/03/how-old-is-the-earth-calculate-it-for-yourself/">How old is the earth?  Calculate it for yourself</a></span>]]></description>
			<content:encoded><![CDATA[<h3>Introduction</h3>
<p>In one respect, science and religion have been largely reconciled since the nineteenth century, when geologists such as <a href="http://en.wikipedia.org/wiki/Charles_Lyell">Charles Lyell</a> recognized the evidence for a very old earth, and, within a few decades, most mainstream religious denominations accepted this view as well.</p>
<p>But much to the consternation of scientists, young-earth creationism, which holds that the earth is only about 6000 years old, continues to be promoted in some quarters, and remains very popular with the public, especially in the United States. A 2010 Gallup poll found that 40% of Americans believe that &#8220;God created humans in their present form within the last 10,000 years&#8221; [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Newport2010">Newport2010</a>]. A 2009 poll found that 39% agreed that &#8220;God created the universe, the earth, the sun, moon, stars, plants, animals and the first two people within the past 10,000 years.&#8221; [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Bishop2010">Bishop2010</a>]. (By contrast and more representative of OECD, about half as many Canadians espouse such beliefs <a title="Science20.com" href="http://www.science20.com/genomicron/blog/acceptance_of_evolution_in_canada">[Science2.0]</a>.) Such notions are, of course, vastly different than the findings of modern science, which pegs the age of the earth at 4.56 billion years, and the age of the universe at 13.75 billion years.</p>
<p>While there are numerous experimental methods used to determine geologic ages, the most frequently employed technique is &#8220;radiometric dating,&#8221; which is based on measurements of various radioactive isotopes in rocks. The phenomenon of radioactivity is rooted in fundamental laws of physics and follows simple mathematical formulas. Dating schemes based on rates of radioactivity have been refined and scrutinized for several decades. The latest high-tech equipment permits reliable results to be obtained even with microscopic samples.</p>
<p>Radiometric dating is self-checking, because the data (after certain preliminary calculations are made) are fitted to a straight line (an &#8220;isochron&#8221;) by means of standard linear regression methods of statistics. The slope of the line determines the date, and the closeness of fit is a measure of the statistical reliability of the resulting date. Technical details on how these dates are calculated are given in <a href="http://www.sciencemeetsreligion.org/evolution/radiometric-dating.php">Radiometric dating</a>. Here is one example of an isochron, based on measurements of basaltic meteorites (in this case the resulting date is 4.4 billion years) [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Basaltic1981">Basaltic1981</a>, pg. 938]:</p>
<p><a href="http://www.sciencemeetsreligion.org/blog/wp-content/uploads/2012/02/isochron-1.gif"><img class="alignnone size-full wp-image-1043" title="Basaltic meteorite isochron" src="http://www.sciencemeetsreligion.org/blog/wp-content/uploads/2012/02/isochron-1.gif" alt="" width="562" height="367" /></a></p>
<h3>Reliability of radiometric dating</h3>
<p>So, are radiometric methods foolproof? Just how reliable are these dates?</p>
<p>As with any experimental procedure in any field of science, these measurements are subject to certain &#8220;glitches&#8221; and &#8220;anomalies,&#8221; as noted in the literature. Skeptics of old-earth geology make great hay of these examples. For example, creationist writer Henry Morris [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Morris2000">Morris2000</a>, pg. 147] has highlighted the fact that measurements of specimens from a 1801 lava flow near a volcano in Hualalai, Hawaii gave apparent ages (using the Potassium-Argon method) ranging from 160 million to 2.96 billion years, citing a 1968 study [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Funkhouser1968">Funkhouser1968</a>]. In the particular case that Morris highlighted, the lava flow was unusual because it included numerous xenoliths (typically consisting of olivine, an iron-magnesium silicate material) that are foreign to the lava, having been carried from deep within the earth but not completely melted in the lava. Also, as the authors of the 1968 article were careful to explain, xenoliths cannot be dated by the K-Ar method because of excess argon in bubbles trapped inside [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Dalrymple2006">Dalrymple2006</a>]. Thus in this case, as in many others that have been raised by skeptics of old-earth geology, the &#8220;anomaly&#8221; is more imaginary than real.</p>
<p>The overall reliability of radiometric dating was addressed in some detail in a recent book by Brent Dalrymple, a premier expert in the field. He wrote [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Dalrymple2004">Dalrymple2004</a>, pg. 80-81]:</p>
<blockquote><p>These methods provide valid age data in most instances, although there is a small percentage of instances in which even these generally reliable methods yield incorrect results. Such failures may be due to laboratory errors (mistakes happen), unrecognized geologic factors (nature sometimes fools us), or misapplication of the techniques (no one is perfect).</p>
<p>We scientists who measure isotope ages do not rely entirely on the error estimates and the self-checking features of age diagnostic diagrams to evaluate the accuracy of radiometric ages. Whenever possible we design an age study to take advantage of other ways of checking the reliability of the age measurements. The simplest means is to repeat the analytical measurements in order to check for laboratory errors. Another method is to make age measurements on several samples from the same rock unit. This technique helps identify post-formation geologic disturbances because different minerals respond differently to heating and chemical changes. The isochron techniques are partly based on this principle.</p>
<p>The use of different dating methods on the same rock is an excellent way to check the accuracy of age results. If two or more radiometric clocks based on different elements and running at different rates give the same age, that&#8217;s powerful evidence that the ages are probably correct.</p></blockquote>
<p>Along this line, Roger Wiens asks those who are skeptical of radiometric dating to consider the following [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Wiens2002">Wiens2002</a>]:</p>
<blockquote><p>There are well over forty different radiometric dating methods, and scores of other methods such as tree rings and ice cores. All of the different dating methods agree &#8212; they agree a great majority of the time over millions of years of time. Some [skeptics] make it sound like there is a lot of disagreement, but this is not the case. The disagreement in values needed to support the position of young-Earth proponents would require differences in age measured by orders of magnitude (e.g., factors of 10,000, 100,000, a million, or more). The differences actually found in the scientific literature are usually close to the margin of error, usually a few percent, not orders of magnitude!</p>
<p>Vast amounts of data overwhelmingly favor an old Earth. Several hundred laboratories around the world are active in radiometric dating. Their results consistently agree with an old Earth. Over a thousand papers on radiometric dating were published in scientifically recognized journals in the last year, and hundreds of thousands of dates have been published in the last 50 years. Essentially all of these strongly favor an old Earth.</p></blockquote>
<h3>Radioactive isotopes and the age of the earth</h3>
<p>Until recently, only large scientific laboratories could afford mass spectrometers, which are the principal tool used to measure dates of rock samples. But recently the prices of these devices have dropped to levels that even amateur meteorite hunters and others can afford. Used mass spectrometers are currently available at eBay.com for as little as USD$99. Some have said that the last of the flat-earth believers did not give up until they could hold GPS receivers in their hand that give their latitude-longitude position. Will skeptics of old-earth geology wait until mass spectrometers are in every home before finally conceding that the earth is older than 6000 years?</p>
<p>In any event, there is a simple way to see that the earth must be at least 1.6 billion years old, which does not require any mass spectrometers, isochron graphs, calculus or statistical software (provided one accepts a few very-well-established measured rates of radioactivity). Consider the list of all known radioactive isotopes with half-lives of at least one million years but less than one quadrillion years, and which are not themselves produced by any natural process such as radioactive decay or cosmic ray bombardment [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Nuclides2012">Nuclides2012</a>]:</p>
<p>&nbsp;</p>
<table border="1" cellspacing="1" cellpadding="1">
<tbody>
<tr>
<td>Isotope</td>
<td>Half-life (years)</td>
<td>Found in nature?</td>
</tr>
<tr>
<td>In-115</td>
<td>4.41 x 10<sup>14</sup></td>
<td>yes</td>
</tr>
<tr>
<td>Gd-152</td>
<td>1.08 x 10<sup>14</sup></td>
<td>yes</td>
</tr>
<tr>
<td>Ba-130</td>
<td>7.00 x 10<sup>13</sup></td>
<td>yes</td>
</tr>
<tr>
<td>Pt-190</td>
<td>6.50 x 10<sup>11</sup></td>
<td>yes</td>
</tr>
<tr>
<td>Sm-147</td>
<td>1.06 x 10<sup>11</sup></td>
<td>yes</td>
</tr>
<tr>
<td>La-138</td>
<td>1.02 x 10<sup>11</sup></td>
<td>yes</td>
</tr>
<tr>
<td>Rb-87</td>
<td>4.97 x 10<sup>10</sup></td>
<td>yes</td>
</tr>
<tr>
<td>Re-187</td>
<td>4.12 x 10<sup>10</sup></td>
<td>yes</td>
</tr>
<tr>
<td>Lu-176</td>
<td>3.76 x 10<sup>10</sup></td>
<td>yes</td>
</tr>
<tr>
<td>Th-232</td>
<td>1.40 x 10<sup>10</sup></td>
<td>yes</td>
</tr>
<tr>
<td>U-238</td>
<td>4.47 x 10<sup>9</sup></td>
<td>yes</td>
</tr>
<tr>
<td>K-40</td>
<td>1.25 x 10<sup>9</sup></td>
<td>yes</td>
</tr>
<tr>
<td>U-235</td>
<td>7.04 x 10<sup>8</sup></td>
<td>yes</td>
</tr>
<tr>
<td>Pu-244</td>
<td>8.00 x 10<sup>7</sup></td>
<td>yes</td>
</tr>
<tr>
<td>Sm-146</td>
<td>6.80 x 10<sup>7</sup></td>
<td>yes</td>
</tr>
<tr>
<td>Nb-92</td>
<td>3.47 x 10<sup>7</sup></td>
<td>no</td>
</tr>
<tr>
<td>Pb-205</td>
<td>1.73 x 10<sup>7</sup></td>
<td>no</td>
</tr>
<tr>
<td>Cm-247</td>
<td>1.56 x 10<sup>7</sup></td>
<td>no</td>
</tr>
<tr>
<td>Hf-182</td>
<td>8.90 x 10<sup>6</sup></td>
<td>no</td>
</tr>
<tr>
<td>Pd-107</td>
<td>6.50 x 10<sup>6</sup></td>
<td>no</td>
</tr>
<tr>
<td>Tc-98</td>
<td>4.20 x 10<sup>6</sup></td>
<td>no</td>
</tr>
<tr>
<td>Bi-210</td>
<td>3.04 x 10<sup>6</sup></td>
<td>no</td>
</tr>
<tr>
<td>Dy-154</td>
<td>3.00 x 10<sup>6</sup></td>
<td>no</td>
</tr>
<tr>
<td>Fe-60</td>
<td>2.62 x 10<sup>6</sup></td>
<td>no</td>
</tr>
<tr>
<td>Tc-97</td>
<td>2.60 x 10<sup>6</sup></td>
<td>no</td>
</tr>
<tr>
<td>Cs-135</td>
<td>2.30 x 10<sup>6</sup></td>
<td>no</td>
</tr>
<tr>
<td>Gd-150</td>
<td>1.79 x 10<sup>6</sup></td>
<td>no</td>
</tr>
<tr>
<td>Zr-93</td>
<td>1.53 x 10<sup>6</sup></td>
<td>no</td>
</tr>
</tbody>
</table>
<p>&nbsp;</p>
<p>(In the above chart, years are displayed in scientific notation: i.e., 1 x 10<sup>6</sup> = 1 million; 1 x 10<sup>9</sup> = 1 billion, etc.)</p>
<p>All of the above isotopes are readily produced in nuclear reactors, so there is every reason to believe that they were formed along with stable isotopes, in roughly the same abundance as nearby stable isotopes of similar atomic weight, when the material forming our solar system was produced in an ancient stellar explosion. A quick calculation shows that after an elapsed period of 20 times the half-life of a given isotope, the fraction 1/2<sup>20</sup> = 1/1048576 (i.e., roughly one part in one million) of the original isotope will remain, which is a small but nonetheless detectable amount. Similarly, after 30 half-lives, roughly one part in one billion will remain, and after 40 half-lives, roughly one part in one trillion will remain, which is near the current limit of detectability.</p>
<p>Now note that an absolutely clear-cut fact is revealed in the above table: <em>every</em> isotope in the list with a half life less than 68 million years is absent in nature, evidently because all traces of these isotopes have decayed away, yet those isotopes with half-lives greater than 68 million years are present at some minute but detectable level. This is incontestable evidence that the material from which our earth and solar system was formed is at least 20 x 68 million (= 1.36 billion) years old, and more likely is at least 40 x 68 million (= 2.72 billion) years old. For details, see [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Dalrymple2004">Dalrymple2004</a>, pg. 202-204; <a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Miller1999">Miller1999</a>, pg. 69-72].</p>
<h3>Conclusion</h3>
<p>Radiometric dating, like any other experimental discipline, is subject to a variety of errors, ranging from human errors to rare anomalies resulting from highly unusual natural circumstances. But while errors and anomalies can occur, the burden of proof is not on scientists to fully explain each and every error. Instead, the burden of proof is on skeptics of old-earth geology to explain why tens of thousands of other carefully measured ages are all internally and externally consistent. Indeed, there is no known physical phenomenon that can yield consistent results in many thousands of measurements, year after year, except one: that these specimens really are as old as the data shows them to be. As biologist Kenneth Miller has observed, &#8220;The consistency of [radiometric] data &#8230; is nothing short of stunning.&#8221; [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Miller1999">Miller1999</a>, pg. 76].</p>
<p>This article previously appeared in the <a href="http://www.sciencemeetsreligion.org/blog/2012/02/how-old-is-the-earth-calculate-it-yourself">SMR blog</a>.</p>
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		<title>Scientists in politics: What is the score, and what can be done?</title>
		<link>http://experimentalmath.info/blog/2012/02/scientists-in-politics-what-is-the-score-and-what-can-be-done/</link>
		<comments>http://experimentalmath.info/blog/2012/02/scientists-in-politics-what-is-the-score-and-what-can-be-done/#comments</comments>
		<pubDate>Fri, 17 Feb 2012 04:25:42 +0000</pubDate>
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				<category><![CDATA[Essays]]></category>

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		<description><![CDATA[<p>Given the ever-growing importance of science and technology in modern life, particularly in first world nations, why don&#8217;t we see more scientists in leading governmental positions?</p> <p>This dearth is particularly stark in the U.S. Among the 435 members of the U.S. House of Representatives, only three have bonafide scientific credentials (one physicist, one chemist, one <span style="color:#777"> . . . &#8594; Read More: <a href="http://experimentalmath.info/blog/2012/02/scientists-in-politics-what-is-the-score-and-what-can-be-done/">Scientists in politics: What is the score, and what can be done?</a></span>]]></description>
			<content:encoded><![CDATA[<p>Given the ever-growing importance of science and technology in modern life, particularly in first world nations, why don&#8217;t we see more scientists in leading governmental positions?</p>
<p>This dearth is particularly stark in the U.S. Among the 435 members of the U.S. House of Representatives, only three have bonafide scientific credentials (one physicist, one chemist, one microbiologist). An additional 24 or so have medical training, but this is still a small fraction of the total. Instead, top legislative and executive positions are dominated by the legal and business professions [<a href="http://campaignstops.blogs.nytimes.com/2012/02/13/why-dont-americans-elect-scientists">NYT Op-Ed</a>].</p>
<p>In a recent <a href="http://www.polsis.uq.edu.au/apsa2008/Refereed-papers/Miragliotta%20and%20Errington.pdf">study</a> of the composition of the Australian Parliament during the years 1991-2007, scientists did not even merit a separate category; possibly a handful were included in the 2% of members that had positions in &#8220;education&#8221; and the 4% listed as &#8220;Medical/Technical.&#8221;</p>
<p>In a similar <a href="http://www.parl.gc.ca/ParlInfo/Lists/OccupationsByCategory.aspx?Menu=HOC-Bio-Occ&amp;Section=03d93c58-f843-49b3-9653-84275c23f3fb&amp;Chamber=03d93c58-f843-49b3-9653-84275c23f3fb&amp;Parliament=40">analysis</a> of the 41st Canadian Parliament, only 10 of the 310 members were counted in a broad category that lumped natural scientists with such occupations as land surveyors, foresters and urban planners. As in the U.S., the Canadian Parliament is dominated by the legal and business professions. Likewise a <a href="http://www.smith-institute.org.uk/file/Who-Governs-Britain.pdf ">recent report</a> (Who governs Britain?) records  the top five prior occupations in Westminster as Politics (24%), Business (19%) , Finance (15%), Law (14%),  and Public Affairs (11%) with 6% listed as &#8216;Lecturers&#8217;.  And &#8212; for better or worse &#8212; 24% of MPs still hold Oxbridge degrees.</p>
<p>The situation is somewhat better in Western Europe, with the notable presence of German Chancellor Angel Merkel, who has a doctorate in physical chemistry. If we reach back two or three decades, Margaret Thatcher had an honours B.S. degree in chemistry (with Nobel chemist <a href="http://en.wikipedia.org/wiki/Dorothy_Hodgkin">Dorothy Hodgkin</a>). The Euro&#8217;s current woes have led to some educational improvements. In Italy, Silvio Berlusconi has been replaced by Mario Monti, known as <em>Il Professore</em> and a former doctoral student of Nobel Economist James Tobin.  His counterpart in Greece, Lucas Papademos, has three MIT degrees (physics, a masters in electrical engineering in 1972, and a doctorate in economics in 1978). To be fair, the Papandreou dynasty (three generations of progressive Greek Prime ministers) also had some academic chops.</p>
<p>The best showing is in Asia. In China, eight out of nine top governmental officials have scientific backgrounds. In Singapore, Tony Tan, who has a Ph.D. in mathematics and is viewed as a world class researcher, recently was elected President, serving with Prime Minister Lee Hsien Loong, who also has a degree in mathematics [<a href="http://campaignstops.blogs.nytimes.com/2012/02/13/why-dont-americans-elect-scientists">NYT Op-Ed</a>].</p>
<p>But such instances are the exception rather than the rule &#8212; for the most part, the public does not look to scientists for top governmental offices. Reasons are not hard to find:</p>
<ol start="1">
<li>Scientists are often seen as opposing prevailing religious beliefs, as in the evolution-creationism conflict.</li>
<li>Scientists are often seen as raising inconvenient concerns, as in global warming and other environmental issues.</li>
<li>The public is not trained to distinguish good scientific arguments from bad, or well-established results from those that are still relatively tentative.</li>
<li>The public resents providing funding for an elite cadre of research scientists, particularly when they do not see any immediate benefit.</li>
<li>Conversely, the political world, with its glad-handing, compromises and fudges, is not attractive to most working scientists. Most of us were not born to run.</li>
</ol>
<p>Brown University biologist Kenneth Miller recently summarized the situation in the U.S.: &#8220;Significant numbers of Americans have come to regard the scientific enterprise as a special interest group that rejects mainstream American values and is not worthy of the public trust&#8221; [<a href="http://www.huffingtonpost.com/kenneth-r-miller/darwin-day-evolution_b_1269191.html">Miller Op-Ed</a>]. Or put in another way, anti-intellectualism and &#8220;<a href="http://en.wikipedia.org/wiki/Know_Nothing">know nothingism</a>&#8221; are pervasive in the U.S.</p>
<p>The situation is analogous, although somewhat more muted, in the Great White North of Canada. One of the present bloggers was a delegate at a <a href="http://en.wikipedia.org/wiki/New_Democratic_Party_leadership_election,_1989">NDP national leadership convention</a> in 1989.  Five of the seven candidates (all unsuccessful) had PhDs, and four had held NSERC (similar to ARC) research grants, yet not one advertised that they had a PhD.</p>
<p>The current Conservative government in Ottawa made its views clear when it abolished the post of Chief Scientist less than a decade after its inauguration.</p>
<p>What’s more, the Canadian Press Handbook restricts the <a href="http://en.wikipedia.org/wiki/Doctor_(title)">doctoral honorific</a> to the medical profession, while Newt Gingrich is among notable PhDs in US public life who never use the title.  Contrast this with Germany, where  Gustav Heinemann, known affectionally as Herr <a href="http://en.wikipedia.org/wiki/Roman_Herzog">Docktor Doktor President</a> because of his two legal doctorates, served as President from 1967 to 1974.</p>
<p>In Eastern Europe, which once featured superior scientific education, integration with the West has led to a depressing race to the bottom, as students prefer law and business fields to mathematics or science. Most who do complete technical degrees either emigrate to the West or dream of IPOs rather than research breakthroughs.</p>
<p>Clearly the general level of scientific education is an essential part of this issue everywhere. In spite of concerted efforts to improve education in the U.S., Europe and Australia, test scores languish in neutral compared with the aggressive Asian tigers [<a href="http://experimentalmath.info/blog/2011/07/piigs-brics-and-straw">PIIGS, BRICS and STRAW</a>]. In Australia, a recent <a href="http://www.amsi.org.au/news/87-general-and-outreach-news/822-media-release-forum-puts-maths-back-on-national-agenda">forum</a> at the Australian National University, entitled <em><a href="http://www.amsi.org.au/events/forthcoming-events/773-maths-for-the-future-keep-australia-competitive" target="_blank">Maths for the future: Keep Australia competitive</a></em>, focused on the parlous level of mathematics education in the nation and how to improve it.</p>
<p>Politicians exploit this pervasive ignorance of mathematics and science with aplomb. In the U.S., several Republican Presidential candidates have described global warming as a hoax conjured up by conspiratorial scientists. Rick Santorum declared, &#8220;We have learned to be skeptical of &#8216;scientific&#8217; claims, particularly those at war with our common sense,&#8221; and Rick Perry stated flatly, &#8220;It&#8217;s all one contrived phony mess that is falling apart under its own weight&#8221; [<a href="http://www.sfgate.com/cgi-bin/article.cgi?f=/c/a/2012/02/03/INFM1N13NV.DTL">SFC report</a>; <a href="http://experimentalmath.info/blog/2012/02/global-warming-denial-and-scientific-integrity">Global warming denial</a>].</p>
<p>In Australia, the Melbourne-based Institute for Public Affairs, which rejects evidence for anthropogenic climate change, opposes legislative action to control greenhouse gases. Typical of other similar groups, the IPA believes that the Intergovernmental Panel on Climate Change is bent on fomenting a nonexistent global warming crisis as part of a conspiracy to install a left-wing totalitarian world order [<a href="https://theconversation.edu.au/think-tanks-talking-points-deepen-the-divide-over-climate-change-5119">Conversation article</a>].</p>
<p>In a similar way, many U.S. politicians have dismissed the near-universal scientific consensus on biological evolution. In 2001 Rick Santorum introduced an amendment to the No Child Left Behind bill (a measure to reform K-12 education in the U.S.) that would emphasize to students that evolution &#8220;generates so much continuing controversy&#8221; in the scientific world [<a href="http://www.discovery.org/scripts/viewDB/filesDB-download.php?command=download&amp;id=111">US Congressional Record</a>]. In 2011, Rick Perry described evolution as &#8220;a theory that&#8217;s out there&#8221; that has &#8220;got some gaps in it&#8221; [<a href="http://www.huffingtonpost.com/2011/08/20/rick-perry-evolution-intelligent-design_n_932073.html">Huff Post article</a>] (thereby taking advantage of the public&#8217;s widespread misparsing of the word &#8220;theory&#8221; as &#8220;vague untested hypothesis&#8221;). In contrast, Jon Huntsman, who started out his campaign for U.S. President by acknowledging evolution and global warming, was unsuccessful in attracting a political following and withdrew shortly after the New Hampshire primary.</p>
<p>It should be emphasized that skepticism of evolution is hardly an exclusively American problem. In a recent survey, nearly 25% of Australians affirmed a literal biblical account of human origins over the scientific account [<a href="http://www.theage.com.au/national/god-is-still-tops-but-angels-rate-well-20091218-l5v9.html">TheAge article</a>]. What&#8217;s more, <a href="http://www.answersingenesis.org">Answers in Genesis</a>, a leading international creationist organization, was founded by Australian-born Ken Ham.</p>
<p>So what can be done? Partly, as mentioned above, governments worldwide need to redouble their efforts to improve scientific education, not just to provide workers for a high-tech world, but also to facilitate more intelligent discourse of political matters that touch on science. In the U.S., numerous educational reform measures have been undertaken, but results have been mixed, and the future looks bleak due to budget shortfalls. In California, university students are struggling to pay tuition increases of 18% this year, with additional increases slated for the next few years [<a href="http://www.sfgate.com/cgi-bin/article.cgi?f=/c/a/2011/07/14/BA4M1K9V6U.DTL">SF Chronicle article</a>]. Along this line, in spite of efforts in the U.S. to increase participation by women in scientific fields, numbers remain disappointing, mainly because few women become interested in these fields while in high school [<a href="http://www.scientificamerican.com/article.cfm?id=do-men-and-women-have-equal-pr">SciAm article</a>].</p>
<p>In Australia, the <a href="https://theconversation.edu.au/gonski-review-nobel-laureate-brian-schmidt-on-australias-problem-with-science-education-5381">Gonski review</a> has released its assessment of Australian mathematics and science education. According to 2011 Nobel Prize winning astronomer Brian Schmidt,</p>
<blockquote><p>The primary thing we require are competent teachers across the board. And so the inequality comes to those people who for whatever reason end up with a teacher teaching a science or math who are not qualified to teach in science and math, whether it be at secondary or primary level. &#8230; [In New South Wales,] a fifth of their [mathematics] students are not actually being taught by qualified people and that is presumably similar in other places.</p></blockquote>
<p>In both Australia and the U.S., the level of political discourse has descended to new lows. In Australia, partisan sniping may lead to the replacement of the Prime Minister [<a href="http://www.abc.net.au/unleashed/3839288.html?WT.svl=theDrum">ABC article</a>]. In the U.S., the Republican Presidential campaign has upended pragmatism and experience, and the flood of money unleashed in the wake of the recent Supreme Court decision on political contributions  (&#8216;Super PACS&#8217;) is certain to lower the campaign I.Q. even further in the months ahead [<a href="http://www.latimes.com/news/opinion/commentary/la-oe-kinsley-experience-20120217,0,5057845.story">LA Times article</a>].</p>
<p>And there is no doubt that we scientists need to do more. As mathematician John Allen Paulos of Temple University in Pennsylvania explained in a February 2012 Op-Ed in the <em>New York Times</em> [<a href="http://campaignstops.blogs.nytimes.com/2012/02/13/why-dont-americans-elect-scientists">NYT Op-Ed</a>]:</p>
<blockquote><p>Of course, the other side of the &#8220;<a href="http://en.wikipedia.org/wiki/The_Two_Cultures">two cultures</a>&#8221; chasm should bear some of the onus for this lack of communication between politicians and scientists. Too few scientists are willing to engage in public debates, to explain the relevance of their fields clearly and without jargon, and, in the process, to risk some jeering from a few colleagues.</p></blockquote>
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		<title>Global warming denial and scientific integrity</title>
		<link>http://experimentalmath.info/blog/2012/02/global-warming-denial-and-scientific-integrity/</link>
		<comments>http://experimentalmath.info/blog/2012/02/global-warming-denial-and-scientific-integrity/#comments</comments>
		<pubDate>Fri, 10 Feb 2012 23:49:05 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Essays]]></category>

		<guid isPermaLink="false">http://experimentalmath.info/blog/?p=2051</guid>
		<description><![CDATA[<p>[Note: A condensed and revised version of this article was published here in The Conversation, an online forum of academic research headquartered in Melbourne, Australia.]</p> <p>These are painful times for those hoping to see an international consensus and substantive action on global warming.</p> <p>In the U.S., Republican Presidential candidates appear to be moving from open-minded <span style="color:#777"> . . . &#8594; Read More: <a href="http://experimentalmath.info/blog/2012/02/global-warming-denial-and-scientific-integrity/">Global warming denial and scientific integrity</a></span>]]></description>
			<content:encoded><![CDATA[<p>[Note:  A condensed and revised version of this article was published <a href="https://theconversation.edu.au/hot-and-bothered-the-uncertain-mathematics-of-global-warming-5369">here</a> in <i>The Conversation</i>, an online forum of academic research headquartered in Melbourne, Australia.]</p>
<p>These are painful times for those hoping to see an international consensus and substantive action on global warming.</p>
<p>In the U.S., Republican Presidential candidates appear to be moving from open-minded views to outright denial. In June 2011, current front-runner Mitt Romney said &#8220;the world is getting warmer,&#8221; and &#8220;humans have contributed,&#8221; but in October 2011 he backtracked to &#8220;My view is that we don&#8217;t know what&#8217;s causing climate change on this planet.&#8221; Newt Gingrich moved from &#8220;The evidence is sufficient that we should move towards the most effective possible steps to reduce carbon-loading of the atmosphere&#8221; in 2007 to &#8220;It&#8217;s an act of egotism for humans to think we&#8217;re a primary source of climate change&#8221; in 2010. Rick Santorum added &#8220;We have learned to be skeptical of &#8216;scientific&#8217; claims, particularly those at war with our common sense,&#8221; and Rick Perry stated flatly, &#8220;It&#8217;s all one contrived phony mess that is falling apart under its own weight&#8221; [<a href="http://www.sfgate.com/cgi-bin/article.cgi?f=/c/a/2012/02/03/INFM1N13NV.DTL">SFC report</a>].</p>
<p>Meanwhile, the scientific consensus has moved in the opposite direction. In a study published in October 2011, 97% of the scientists surveyed (in earth, space, atmospheric, oceanic or hydrological sciences) agreed that global temperatures have risen over the past 100 years. Further, 84% agreed that &#8220;human-induced greenhouse warming&#8221; is occurring; only 5% disagreed that human activity is a significant cause of global warming. The study concluded,</p>
<blockquote><p>We found disagreement over the future effects of climate change, but not over the existence of anthropogenic global warming. Indeed, it is possible that the growing public perception of scientific disagreement over the existence of anthropocentric warming, which was stimulated by press accounts of [the UK's]  &#8217;Climategate&#8217; is actually a misperception of the normal range of disagreements that may persist within a broad scientific consensus. [<a href="http://journalistsresource.org/studies/environment/climate-change/structure-scientific-opinion-climate-change">GMU study</a>]</p></blockquote>
<p>More progress has been made in Europe, where the EU has established targets to reduce emissions by 20% (from 1990 levels) by 2020. The U.K., which has been beset by similar denial movements, nonetheless was able to establish, as a legally binding target, an 80% reduction by 2050 and is a world leader on abatement [<a href="http://www.sfgate.com/cgi-bin/article.cgi?f=/c/a/2012/02/03/INFM1N1645.DTL">SFC Op-Ed</a>].</p>
<p>In Australia, any prospect for consensus was lost when Tony Abbott used opposition to the Labour government&#8217;s proposed carbon market to replace Malcolm Turnbull as  leader of the federal opposition parties in late 2009. It used to be possible to hear right-wing politicians in Australia or the USA echo the Democratic congressman Henry Waxman who said last year:</p>
<blockquote><p>If my doctor told me I had cancer, I wouldn&#8217;t scour the country to find someone to tell me that I don&#8217;t need to worry about it. &#8230; Most of us don&#8217;t substitute our own judgement for that of experts when it comes to medicine, nuclear engineering, building bridges or designing computer security.</p></blockquote>
<p>But such rationality has largely left the debate in both the US and Oz. In Australia, a reformulated carbon tax policy [<a href="http://online.wsj.com/article/SB10001424052970204554204577025153789673004.html">WSJ Report</a>] was enacted in November 2011 only after a highly partisan debate.</p>
<p>In Canada the debate is more balanced. The centre-right Liberal government in British Columbia has passed the first carbon tax [<a href="http://www.nytimes.com/cwire/2011/03/22/22climatewire-british-columbia-survives-3-years-and-848-mi-40489.html">NYT Op-Ed</a>] in North America in 2008, but the governing Federal Conservative party now offers a reliable &#8216;anti-Kyoto&#8217; partnership with Washington.</p>
<p>Overviews of the evidence for global warming, together with responses to common questions, are available at [<a href="http://www.scientificamerican.com/article.cfm?id=seven-answers-to-climate-contrarian-nonsense">SciAm article</a>, <a href="http://www.newscientist.com/article/dn11462-climate-change-a-guide-for-the-perplexed.html">NS article #1</a>, <a href="http://www.newscientist.com/article/dn18238-why-theres-no-sign-of-a-climate-conspiracy-in-hacked-emails.html">NS article #2</a> and <a href="http://www.sciencedaily.com/releases/2011/10/111021144716.htm">SD article</a>].  It should be acknowledged in these analyses that all projections are based on mathematical models with a significant level of uncertainty regarding highly complex and only partially understood systems. As 2011 Australian Nobel Prize winner Brian Schmidt explained while addressing a National Forum on Mathematical Education [<a title="Aust" href="http://www.theaustralian.com.au/higher-education/speech-schmidts-argument-for-numeracy/story-e6frgcjx-1226265595923">Australian</a>],</p>
<blockquote><p>Climate models have uncertainty and the Earth has natural variation &#8230; which not only varies year to year, but correlates decade to decade and even century to century. It is really hard to design a figure that shows this in a fair way &#8212; our brain cannot deal with the correlations easily.</p>
<p>But we do have mathematical ways of dealing with this problem.  The Australian academy reports currently indicate that the models with the effects of CO2 are with 90 per cent statistical certainty better at explaining the data than those without.  Most of us who work with uncertainty know that 90 per cent statistical uncertainty cannot be easily shown within a figure &#8212; it is too hard to see. &#8230;</p>
<p>Since predicting the exact effects of climate change is not yet possible, we have to live with uncertainty and take the consensus view that warming can cover a wide range of possibilities, and that the view might change as we learn more.</p></blockquote>
<p>But uncertainty is no excuse for inaction. The proposed counter-measures are affordable and most can be justified on their own merits, while the worst case scenario &#8212; do nothing while the oceans rise and the climate changes wildly &#8212; is unthinkable.  By focusing the debate on the level of human responsibility for warming and about the accuracy of predictions, the deniers have managed to derail long term action in favour of short term economic policies.</p>
<p>Who in the scientific community is promoting the denial of global warming? As it turns out, the leading figures in this movement have ties to conservative research institutes funded mostly by large corporations, and have a history of opposing the scientific consensus on issues such as tobacco and acid rain [<a href="http://www.amazon.com/Merchants-Doubt-Handful-Scientists-Obscured/dp/1608193942">Merchants of Doubt</a>].</p>
<p>What&#8217;s more, those who lead the global warming denial movement, along with creationists, intelligent design writers and the &#8220;mathematicians&#8221; who flood our Inboxes with claims that pi is rational or other similar nonsense, are operating well outside the established boundaries of peer-reviewed science. Fred Singer, arguably the leading figure of the denial movement, has only six peer-reviewed publications in the climate science field, and none since 1997.</p>
<p>After all, when issues such as these are &#8220;debated&#8221; in any setting other than a peer-reviewed journal or conference, one must ask, &#8220;If the author really has a solid argument, then why isn&#8217;t he/she back in the office furiously writing up this material for submission to a leading journal, thereby assuring worldwide fame and glory?&#8221;</p>
<p>In most cases, those who attempt to grasp the public attention through other means are themselves aware that they are short-circuiting the normal process, and that they do not yet have the sort of solid data and airtight arguments that could withstand the withering scrutiny of scientific peer review. So when they press their views in public to a populace that does not understand how the scientific enterprise operates, they are being disingenuous.</p>
<p>With regards to claims that scientists are engaged in a &#8220;conspiracy&#8221; to hide the &#8220;truth&#8221; on an issue such as global warming or evolution, one should ask how could a secret &#8220;conspiracy&#8221; be maintained in a worldwide multi-cultural community of hundreds of thousands of competitive researchers. As Ben Franklin wrote in his Poor Richard&#8217;s Almanac, &#8220;Three can keep a secret, provided two of them are dead.&#8221; Or as one of us quipped, tongue-in-cheek, in response to a state legislator who was skeptical of evolution, &#8220;You have no idea how humiliating this is to me &#8212; there is a secret conspiracy among leading scientists, but no one deemed me important enough to be included!&#8221;</p>
<p>Here is another way to think about such claims: There are tens of thousands of senior scientists in their late 50s or early 60s who have seen their retirement savings decimated by the recent stock market plunge, and who now wonder if the day will ever come when they are financially well off enough to do their research without the constant stress and distraction of applying for grants (the majority of which are never funded). All one of these scientists has to do to garner both worldwide fame and considerable fortune (e.g., book contracts) is to call a news conference and expose the &#8220;truth.&#8221; So why isn&#8217;t this happening?</p>
<p>The system of peer-reviewed journals and conferences sponsored by major professional societies is the only proper forum for the presentation and debate of new ideas, in any field of science or mathematics. It has been stunningly successful: errors have been uncovered, fraud has been rooted out and bogus scientific claims (such as the 1903 N-ray claim, the 1989 cold fusion claim, and the more recent assertion of an autism-vaccination link) have been debunked. This all occurs with a level of reliability and at a speed that is hard to imagine in other human endeavors. Those who attempt to short-circuit this system are doing potentially irreparable harm to the integrity of the system. They may enrich themselves or their friends, but they are doing grievous damage to society at large.</p>
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		<title>Does probability refute evolution?</title>
		<link>http://experimentalmath.info/blog/2012/01/does-probability-refute-evolution/</link>
		<comments>http://experimentalmath.info/blog/2012/01/does-probability-refute-evolution/#comments</comments>
		<pubDate>Mon, 23 Jan 2012 03:58:32 +0000</pubDate>
		<dc:creator>David H Bailey</dc:creator>
				<category><![CDATA[Essays]]></category>

		<guid isPermaLink="false">http://experimentalmath.info/blog/?p=2033</guid>
		<description><![CDATA[Introduction <p>Both traditional creationists and intelligent design scholars have invoked probability arguments in criticisms of biological evolution. They argue that certain features of biology are so fantastically improbable that they could never have been produced by a purely natural, &#8220;random&#8221; process, even assuming the billions of years of history asserted by geologists and astronomers. They <span style="color:#777"> . . . &#8594; Read More: <a href="http://experimentalmath.info/blog/2012/01/does-probability-refute-evolution/">Does probability refute evolution?</a></span>]]></description>
			<content:encoded><![CDATA[<h3>Introduction</h3>
<p>Both traditional creationists and intelligent design scholars have invoked probability arguments in criticisms of biological evolution. They argue that certain features of biology are so fantastically improbable that they could never have been produced by a purely natural, &#8220;random&#8221; process, even assuming the billions of years of history asserted by geologists and astronomers.  They often equate the hypothesis of evolution to the absurd suggestion that monkeys randomly typing at a typewriter could compose a selection from the works of Shakepeare.</p>
<p>One creationist-intelligent design argument goes like this: the human alpha-globin molecule, a component of hemoglobin that performs a key oxygen transfer function, is a protein chain based on a sequence of 141 amino acids.  There are 20 different amino acids common in living systems, so the number of potential chains of length 141 is 20<sup>141</sup>, which is roughly 10<sup>183</sup> (i.e., a one followed by 183 zeroes).  These writers argue that this figure is so enormous that even after billions of years of random molecular trials, involving all the biochemical material on the ancient earth&#8217;s surface, no human alpha-globin protein molecule would ever appear, and thus the hypothesis that human alpha-globin arose by an evolutionary process is decisively refuted  [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Foster1991">Foster1991</a>, pg. 79-83; <a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Hoyle1981">Hoyle1981</a>, pg. 1-20; <a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Lennox2009">Lennox2009</a>, pg. 163-173].</p>
<h3>Fallacies in the creationist probability arguments</h3>
<p>One fallacy in this particular argument, common to many others of this genre, is that it ignores the fact that a large class of alpha-globin molecules can perform the essential oxygen transfer function, so that the computation of the probability of a single instance is misleadingly remote.  Indeed, most of the 141 amino acids in alpha-globin can be changed without altering the key oxygen transfer function, as can be seen by noting the great variety in alpha-globin molecules across the animal kingdom (see <a href="http://www.sciencemeetsreligion.org/evolution/dna.php">DNA</a>).  When one revises the calculation above, based on only 25 locations essential for the oxygen transport function (which is a generous over-estimate), one obtains 10<sup>33</sup> fundamentally different chains, a huge figure but vastly smaller than 10<sup>183</sup>, and small enough to neutralize the probability-based argument against evolution [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Bailey2000">Bailey2000</a>].</p>
<p>But even after this revision, the calculation still suffers from the fatal fallacy of presuming that a structure such as human alpha-globin arose by a single all-at-once random trial event (which, after all, is the creationist theory, not the scientific theory, of its origin).  Instead, available evidence from hundreds of published studies on the topic suggests that alpha-globin and other proteins arose as the end product of a long sequence of intermediate steps, each of which was biologically useful in an earlier context [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Hardison2001">Hardison2001</a>].  Thus any simplistic probability calculation (whether it is arguing for or against some aspect of evolution) that does not take into account the step-by-step process by which the structure came to be is not meaningful and can easily mislead [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Bailey2000">Bailey2000</a>; <a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Musgrave1998">Musgrave1998</a>].</p>
<p>What&#8217;s more, such calculations completely ignore the atomic-level biochemical processes involved, which often exhibit strong affinities for certain types of highly ordered structures.  For example, self-catalyzing biomolecules such as RNA are being investigated in research into the origin of life &#8212; see <a href="http://www.sciencemeetsreligion.org/evolution/origin.php">Origin</a>.  Also, molecular self-assembly occurs in DNA molecule duplication every time a cell divides.  If we were to compute the chances of the formation of a human DNA molecule during meiosis, using a simple-minded probability calculation similar to that mentioned above, the result would be something on the order of one in 10<sup>1,000,000,000</sup>, which is far, far beyond the possibility of completely &#8220;random&#8221; assemblage.  Yet  this process occurs millions of times every day in the human body.</p>
<p>Those familiar with probability theory will recognize that one central difficulty with these creationist arguments stems from the fact that in any probability calculation, one must first very carefully define the ensemble space.  As noted above, it makes no sense to consider, as an ensemble, all possible random assemblages of atoms into a protein chain, since that is not the scientific hypothesis of how alpha-globin and other biomolecular structures came to be.  Instead, the only valid ensemble for this analysis is the set of all possible outcomes of an eons-long string of biomolecular processes, encompassing proteins, organisms, species and environments.  But at present we have no possible way of even enumerating such an ensemble, much less determining the probability of any particular scenario or class of scenarios in this ensemble.  Perhaps at some time in the far distant future, a super-powerful computer could simulate with convincing fidelity the multi-billion-year biological history of the earth, in the same way that scientists today attempt to simulate (in a much more modest scope) the earth&#8217;s climate.  Then, after thousands of such simulations have been performed, we might obtain some meaningful statistics on the chances involved in the formation of some class of biological structures such as alpha-globin.  Until that time, all such probability calculations are essentially meaningless.</p>
<p>Along this line, it is also important to keep in mind that the process of natural biological evolution is <i>not</i> really a &#8220;random&#8221; process.  Yes, mutations are &#8220;random&#8221; events, but the all-important process of natural selection, acting under the pressure of an extremely competitive landscape involving thousands of other species as well as numerous complicated environmental pressures, is anything but random.  This strongly directional nature of natural selection, which is the essence of evolution, by itself invalidates simple-minded probability calculations.</p>
<h3>Snowflakes</h3>
<p>Some of the difficulties with creationist probability arguments can be illustrated by considering snowflakes.  Bentley and Humphrey&#8217;s book <i>Snow Crystals</i> includes over 2000 high-resolution black-and-white photos of real snowflakes, each with intricate yet highly regular patterns that are almost perfectly six-way symmetric [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Bentley1962">Bentley1962</a>].  A good online source with numerous high-resolution photographs has been compiled by Kenneth Libbrecht [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Libbrecht2012">Libbrecht2012</a>].  Three photos from the Bentley-Hymphrey collection are shown below.  By employing a reckoning based on six-way symmetry, one can calculate the chances that one of these structures can form &#8220;at random&#8221; as roughly one part in 10<sup>2500</sup>.  This probability figure is even more extreme (far more extreme, in fact) than those that have appeared in the creationist-intelligent design literature.  So is this proof that each individual snowflake has been designed by a supernatural intelligent entity?  Obviously not.</p>

<a href='http://experimentalmath.info/blog/2012/01/does-probability-refute-evolution/snowflake1/' title='snowflake1'><img width="150" height="150" src="http://experimentalmath.info/blog/wp-content/uploads/2012/01/snowflake1-150x150.jpg" class="attachment-thumbnail" alt="snowflake1" title="snowflake1" /></a>
<a href='http://experimentalmath.info/blog/2012/01/does-probability-refute-evolution/snowflake2/' title='snowflake2'><img width="150" height="150" src="http://experimentalmath.info/blog/wp-content/uploads/2012/01/snowflake2-150x150.jpg" class="attachment-thumbnail" alt="snowflake2" title="snowflake2" /></a>
<a href='http://experimentalmath.info/blog/2012/01/does-probability-refute-evolution/snowflake3/' title='snowflake3'><img width="150" height="150" src="http://experimentalmath.info/blog/wp-content/uploads/2012/01/snowflake3-150x150.jpg" class="attachment-thumbnail" alt="snowflake3" title="snowflake3" /></a>

<p>The fallacy here, once again, is presuming an all-at-once random assembly of molecules.  Instead, snowflakes, like biological organisms, are formed as the product of a long series of steps acting under well-known physical laws, and the outcomes of such processes very sensitively depend on the starting conditions and numerous environmental parameters.  It is thus folly to presume that one can correctly reckon the chances of a given outcome by means of superficial probability calculations [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Bailey2000">Bailey2000</a>].</p>
<h3>Virus/E. coli experiment</h3>
<p>A recently announced experimental result underscores the futility in attempting to argue against evolution on the basis of probability calculations.  In January 2012, a research team led by Richard Lenski at Michigan State University demonstrated how colonies of viruses were able to evolve a new trait in as little as 15 days.  The researchers studied a virus, known as &#8220;lambda,&#8221; which infects only the bacterium E. coli.  They engineered a strain of E. coli that had almost none of the molecules that this virus normally attaches to, then released them into the virus colony.  In 24 of 96 separate experimental lines, the viruses evolved a strain that enabled them able to attach to E. coli, using a new molecule (a channel in E. coli known as &#8220;OmpF&#8221;) that they had never before been observed to utilize.  All of the successful runs utilized essentially the same set of four mutations.  Justin Meyer, a member of the research team, estimated that the chance of all four mutations arising &#8220;at random&#8221; is roughly one in 10<sup>27</sup> (one thousand trillion trillion).  Yet these lambda viruses acquired all four mutations in a matter of weeks [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Zimmer2012">Zimmer2012</a>].</p>
<h3>Dembski&#8217;s information theory arguments</h3>
<p>Intelligent design writer William Dembski invokes both probability and information theory (the mathematical theory of information content in data) in his arguments against Darwinism [e.g., <a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Dembski2002">Dembski2002</a>].  However, mathematicians who have examined Dembski&#8217;s works have identified major flaws his reasoning [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Elsberry2011">Elsberry2011</a>].  For a detailed discussion of Dembski&#8217;s theories, see <a href="http://www.sciencemeetsreligion.org/evolution/information-theory.php">Information theory</a>.</p>
<h3>Conclusions</h3>
<p>In short, the many arguments against evolution based on probability or information theory that have been published in the creationist-intelligent design literature exhibit serious fallacies:</p>
<ol>
<li>They presume that the biomolecular structure came into existence through a single chance assemblage of atoms, rather than as the result of a long series of intermediate steps, each useful in a previous biological context.
<li>They ignore numerous well-known physical laws and processes at the atomic level, by which remarkably rich structures can form naturally, not by chance.
<li>They apply faulty mathematical reasoning, such as by ignoring the fact that a very wide range of molecular structures could perform a similar function.
<li>They ignore the fact that biological evolution is <i>not</i> a &#8220;random&#8221; process &#8212; mutations may be random, but natural selection is far from random.
<li>They attempt to invoke advanced mathematical concepts (e.g., information theory), but derive highly questionable results and misapply these results in ways that render the conclusions invalid in an evolutionary biology context.
</ol>
<p>Perhaps such failings are to be expected, since the field of probability is notorious for fallacies, and sometimes even persons with impressive-sounding credentials can fool themselves in this arena [<a href="http://www.sciencemeetsreligion.org/resources/bibliography.html#Saini2009">Saini2009</a>]. </p>
<p>In any event, it is clear that it is extremely unwise to base one&#8217;s religious faith on probability arguments.  Why look to probability to &#8220;prove&#8221; God, particularly when there are very serious questions as to whether such reasoning is valid?  One is reminded of a passage in the New Testament (1 Cor. 14:8):  &#8220;For if the trumpet gives an uncertain sound, who shall prepare himself for the battle?&#8221;</p>
<p>This post also appeared at <a href="http://www.sciencemeetsreligion.org/blog/2012/01/does-probability-refute-evolution">SMR blog</a>.</p>
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