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	<title>Comments on: What is more fundamental: Physics or Computer Science?</title>
	<atom:link href="http://www.daniel-lemire.com/blog/archives/2009/10/05/what-is-more-fundamental-physics-or-computer-science/feed/" rel="self" type="application/rss+xml" />
	<link>http://www.daniel-lemire.com/blog/archives/2009/10/05/what-is-more-fundamental-physics-or-computer-science/</link>
	<description>I am a Computer Science professor at UQAM: Web, OLAP, Databases, Time Series, Collaborative Filtering, Information Retrieval, e-Learning.</description>
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		<title>By: Patrick</title>
		<link>http://www.daniel-lemire.com/blog/archives/2009/10/05/what-is-more-fundamental-physics-or-computer-science/comment-page-1/#comment-51749</link>
		<dc:creator>Patrick</dc:creator>
		<pubDate>Tue, 13 Oct 2009 23:42:00 +0000</pubDate>
		<guid isPermaLink="false">http://www.daniel-lemire.com/blog/?p=2249#comment-51749</guid>
		<description>Most computer scientist does not study or attempt to better understand nature (&quot;nature&quot; in the sense of how everything works). I think computer science *can* be taken as a natural science, but most computer scientists work on problems that are tools for the natural science. 

In addition, one can easily argue that &quot;Logic is the most fundamental natural science&quot; using your argument.</description>
		<content:encoded><![CDATA[<p>Most computer scientist does not study or attempt to better understand nature (&#8220;nature&#8221; in the sense of how everything works). I think computer science *can* be taken as a natural science, but most computer scientists work on problems that are tools for the natural science. </p>
<p>In addition, one can easily argue that &#8220;Logic is the most fundamental natural science&#8221; using your argument.</p>
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		<title>By: Andre Vellino</title>
		<link>http://www.daniel-lemire.com/blog/archives/2009/10/05/what-is-more-fundamental-physics-or-computer-science/comment-page-1/#comment-51737</link>
		<dc:creator>Andre Vellino</dc:creator>
		<pubDate>Sat, 10 Oct 2009 02:05:49 +0000</pubDate>
		<guid isPermaLink="false">http://www.daniel-lemire.com/blog/?p=2249#comment-51737</guid>
		<description>I&#039;m not sure about computer *science*, but I wrote an article a few years ago in which I tried to draw the methodological parallels between doing science and writing *software*.

http://web.ncf.ca/andre/publications/methodology_of_design.pdf

Poincare quipped about the scientific method &quot;man proposes, nature disposes&quot;. I don&#039;t think it&#039;s very different with software, except that &quot;nature&quot; is replaced by &quot;design specifications&quot;.</description>
		<content:encoded><![CDATA[<p>I&#8217;m not sure about computer *science*, but I wrote an article a few years ago in which I tried to draw the methodological parallels between doing science and writing *software*.</p>
<p><a href="http://web.ncf.ca/andre/publications/methodology_of_design.pdf" rel="nofollow">http://web.ncf.ca/andre/publications/methodology_of_design.pdf</a></p>
<p>Poincare quipped about the scientific method &#8220;man proposes, nature disposes&#8221;. I don&#8217;t think it&#8217;s very different with software, except that &#8220;nature&#8221; is replaced by &#8220;design specifications&#8221;.</p>
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		<title>By: Vladimir Nesov</title>
		<link>http://www.daniel-lemire.com/blog/archives/2009/10/05/what-is-more-fundamental-physics-or-computer-science/comment-page-1/#comment-51735</link>
		<dc:creator>Vladimir Nesov</dc:creator>
		<pubDate>Fri, 09 Oct 2009 22:23:51 +0000</pubDate>
		<guid isPermaLink="false">http://www.daniel-lemire.com/blog/?p=2249#comment-51735</guid>
		<description>Oh, my mistake: Wikipedia does mention this position in relation to C-T, with a link to &quot;digital physics&quot;. The positions don&#039;t seem to be inherently linked, but it&#039;s clear the &quot;digital physics&quot; gets the intuitive foundation from C-T.</description>
		<content:encoded><![CDATA[<p>Oh, my mistake: Wikipedia does mention this position in relation to C-T, with a link to &#8220;digital physics&#8221;. The positions don&#8217;t seem to be inherently linked, but it&#8217;s clear the &#8220;digital physics&#8221; gets the intuitive foundation from C-T.</p>
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		<title>By: Vladimir Nesov</title>
		<link>http://www.daniel-lemire.com/blog/archives/2009/10/05/what-is-more-fundamental-physics-or-computer-science/comment-page-1/#comment-51734</link>
		<dc:creator>Vladimir Nesov</dc:creator>
		<pubDate>Fri, 09 Oct 2009 22:15:43 +0000</pubDate>
		<guid isPermaLink="false">http://www.daniel-lemire.com/blog/?p=2249#comment-51734</guid>
		<description>Gustavo: TMs must have only finite non-blank tape span. I don&#039;t think it&#039;s particularly relevant, but it seems a mistake to interpret C-T as saying that the reality is a TM (also, I don&#039;t find even a mention of this interpretation on Wikipedia). It&#039;s enough to say that human ability (or algorithms, effectively computable functions) can be represented by TMs and leave the reality alone. For example, you can trivially assume reality to be equipped with an uncomputable string of random data, something not fitting in a TM, and that won&#039;t break C-T.</description>
		<content:encoded><![CDATA[<p>Gustavo: TMs must have only finite non-blank tape span. I don&#8217;t think it&#8217;s particularly relevant, but it seems a mistake to interpret C-T as saying that the reality is a TM (also, I don&#8217;t find even a mention of this interpretation on Wikipedia). It&#8217;s enough to say that human ability (or algorithms, effectively computable functions) can be represented by TMs and leave the reality alone. For example, you can trivially assume reality to be equipped with an uncomputable string of random data, something not fitting in a TM, and that won&#8217;t break C-T.</p>
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		<title>By: Gustavo Lacerda</title>
		<link>http://www.daniel-lemire.com/blog/archives/2009/10/05/what-is-more-fundamental-physics-or-computer-science/comment-page-1/#comment-51733</link>
		<dc:creator>Gustavo Lacerda</dc:creator>
		<pubDate>Fri, 09 Oct 2009 21:08:49 +0000</pubDate>
		<guid isPermaLink="false">http://www.daniel-lemire.com/blog/?p=2249#comment-51733</guid>
		<description>@Vladimir

&lt;&gt;

(1) Where does this come from? I mean, &quot;How do you know this?&quot;
(2) Why is it relevant? And who said that TMs must have a blank tape?</description>
		<content:encoded><![CDATA[<p>@Vladimir</p>
<p>&lt;&gt;</p>
<p>(1) Where does this come from? I mean, &#8220;How do you know this?&#8221;<br />
(2) Why is it relevant? And who said that TMs must have a blank tape?</p>
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		<title>By: Vladimir Nesov</title>
		<link>http://www.daniel-lemire.com/blog/archives/2009/10/05/what-is-more-fundamental-physics-or-computer-science/comment-page-1/#comment-51732</link>
		<dc:creator>Vladimir Nesov</dc:creator>
		<pubDate>Fri, 09 Oct 2009 20:50:51 +0000</pubDate>
		<guid isPermaLink="false">http://www.daniel-lemire.com/blog/?p=2249#comment-51732</guid>
		<description>&gt; Take the strong Church-Turing thesis: the assumption that the universe is a Turing machine.

If the universe is infinite (even just in Turing Machine-ish sense), it isn&#039;t a TM, since the tape won&#039;t be blank anywhere. But if people are finite, then everything they are capable of can be performed with a TM. Church-Turing thesis should be about the nature of human ability, not the nature of reality (of course, the latter can only be meaningfully conceptualized through the lens of the former).</description>
		<content:encoded><![CDATA[<p>&gt; Take the strong Church-Turing thesis: the assumption that the universe is a Turing machine.</p>
<p>If the universe is infinite (even just in Turing Machine-ish sense), it isn&#8217;t a TM, since the tape won&#8217;t be blank anywhere. But if people are finite, then everything they are capable of can be performed with a TM. Church-Turing thesis should be about the nature of human ability, not the nature of reality (of course, the latter can only be meaningfully conceptualized through the lens of the former).</p>
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		<title>By: Anonymous</title>
		<link>http://www.daniel-lemire.com/blog/archives/2009/10/05/what-is-more-fundamental-physics-or-computer-science/comment-page-1/#comment-51727</link>
		<dc:creator>Anonymous</dc:creator>
		<pubDate>Thu, 08 Oct 2009 14:41:06 +0000</pubDate>
		<guid isPermaLink="false">http://www.daniel-lemire.com/blog/?p=2249#comment-51727</guid>
		<description>&lt;i&gt;Tien D. Kieu arguments against indecidability sound too good to be true and they likely are&lt;/i&gt;

Yeah, they are utter garbage (not just wrong, but thoroughly and embarrassingly wrong with no redeeming features).  I went to a talk of his once and spent some time arguing with him afterwards.  Basically, he starts with Hilbert&#039;s 10th problem, about the solvability of Diophantine equations.  This is known not to be solvable by Turing machines.  He then writes down a Hamiltonian encoding this problem, so that finding a solution of the original equation is equivalent to finding the ground state of his quantum mechanical system.  This is easy.  He argues that of course you can find the ground state using a quantum computer, which is therefore more powerful than a Turing machine.

This assertion is provably wrong in all previously studied models of quantum computers, but he claims these models are unnecessarily restrictive and that in reality a quantum computer could do this.  He ends up spending a lot of time arguing for this position, but it&#039;s all just silly.  The fundamental computational issue here is that the solutions to the Diophantine equation may involve enormous numbers of digits (growing not just quickly but faster than any computable function).  Even aside from the ludicrous difficulty of engineering a physical system that can handle this level of precision, you never know when you have searched the solution space thoroughly enough.  If you could really cool your system to absolute zero, you would get the true ground state, but you can&#039;t actually reach absolute zero, and you never know whether you&#039;ve come close enough to say there&#039;s definitely no lower-energy state.

So what it comes down to is this.  If you can create and manipulate an exact Hamiltonian of a certain form (on an infinite-dimensional Hilbert space), and if you can find a guaranteed way to bring it into its ground state, then you can use this to do things no Turing machine can do.  In my experience, no expert is surprised or impressed by this, since it&#039;s an easy deduction from grossly unphysical hypotheses.  However, Kieu has a lot invested in this idea and has spent the last 10+ years arguing for it.  It&#039;s kind of depressing.</description>
		<content:encoded><![CDATA[<p><i>Tien D. Kieu arguments against indecidability sound too good to be true and they likely are</i></p>
<p>Yeah, they are utter garbage (not just wrong, but thoroughly and embarrassingly wrong with no redeeming features).  I went to a talk of his once and spent some time arguing with him afterwards.  Basically, he starts with Hilbert&#8217;s 10th problem, about the solvability of Diophantine equations.  This is known not to be solvable by Turing machines.  He then writes down a Hamiltonian encoding this problem, so that finding a solution of the original equation is equivalent to finding the ground state of his quantum mechanical system.  This is easy.  He argues that of course you can find the ground state using a quantum computer, which is therefore more powerful than a Turing machine.</p>
<p>This assertion is provably wrong in all previously studied models of quantum computers, but he claims these models are unnecessarily restrictive and that in reality a quantum computer could do this.  He ends up spending a lot of time arguing for this position, but it&#8217;s all just silly.  The fundamental computational issue here is that the solutions to the Diophantine equation may involve enormous numbers of digits (growing not just quickly but faster than any computable function).  Even aside from the ludicrous difficulty of engineering a physical system that can handle this level of precision, you never know when you have searched the solution space thoroughly enough.  If you could really cool your system to absolute zero, you would get the true ground state, but you can&#8217;t actually reach absolute zero, and you never know whether you&#8217;ve come close enough to say there&#8217;s definitely no lower-energy state.</p>
<p>So what it comes down to is this.  If you can create and manipulate an exact Hamiltonian of a certain form (on an infinite-dimensional Hilbert space), and if you can find a guaranteed way to bring it into its ground state, then you can use this to do things no Turing machine can do.  In my experience, no expert is surprised or impressed by this, since it&#8217;s an easy deduction from grossly unphysical hypotheses.  However, Kieu has a lot invested in this idea and has spent the last 10+ years arguing for it.  It&#8217;s kind of depressing.</p>
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		<title>By: Kevembuangga</title>
		<link>http://www.daniel-lemire.com/blog/archives/2009/10/05/what-is-more-fundamental-physics-or-computer-science/comment-page-1/#comment-51726</link>
		<dc:creator>Kevembuangga</dc:creator>
		<pubDate>Thu, 08 Oct 2009 06:09:10 +0000</pubDate>
		<guid isPermaLink="false">http://www.daniel-lemire.com/blog/?p=2249#comment-51726</guid>
		<description>@Aphyr 
Tien D. Kieu arguments against indecidability sound too good to be true and they likely are:
&lt;a href=&quot;http://math.temple.edu/~wds/homepage/kieubust.pdf&quot; rel=&quot;nofollow&quot;&gt;Three counterexamples refuting Kieu&#039;s plan for ``quantum adiabatic hypercomputation&#039;&#039;; and some uncomputable quantum mechanical tasks&lt;/a&gt;
From &lt;a href=&quot;http://www.math.temple.edu/~wds/homepage/&quot; rel=&quot;nofollow&quot;&gt;Warren D. Smith&#039;s&lt;/a&gt; publications.</description>
		<content:encoded><![CDATA[<p>@Aphyr<br />
Tien D. Kieu arguments against indecidability sound too good to be true and they likely are:<br />
<a href="http://math.temple.edu/~wds/homepage/kieubust.pdf" rel="nofollow">Three counterexamples refuting Kieu&#8217;s plan for &#8220;quantum adiabatic hypercomputation&#8221;; and some uncomputable quantum mechanical tasks</a><br />
From <a href="http://www.math.temple.edu/~wds/homepage/" rel="nofollow">Warren D. Smith&#8217;s</a> publications.</p>
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		<title>By: Daniel Lemire</title>
		<link>http://www.daniel-lemire.com/blog/archives/2009/10/05/what-is-more-fundamental-physics-or-computer-science/comment-page-1/#comment-51724</link>
		<dc:creator>Daniel Lemire</dc:creator>
		<pubDate>Wed, 07 Oct 2009 21:03:58 +0000</pubDate>
		<guid isPermaLink="false">http://www.daniel-lemire.com/blog/?p=2249#comment-51724</guid>
		<description>@Aphyr No time yet to read the paper. Thanks for the link though.

@Gustavo The analysis of the performance of real-world implementations is tricky, but not always so tricky that nothing can be said about their asymptotic running time.</description>
		<content:encoded><![CDATA[<p>@Aphyr No time yet to read the paper. Thanks for the link though.</p>
<p>@Gustavo The analysis of the performance of real-world implementations is tricky, but not always so tricky that nothing can be said about their asymptotic running time.</p>
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		<title>By: Gustavo Lacerda</title>
		<link>http://www.daniel-lemire.com/blog/archives/2009/10/05/what-is-more-fundamental-physics-or-computer-science/comment-page-1/#comment-51722</link>
		<dc:creator>Gustavo Lacerda</dc:creator>
		<pubDate>Wed, 07 Oct 2009 18:45:30 +0000</pubDate>
		<guid isPermaLink="false">http://www.daniel-lemire.com/blog/?p=2249#comment-51722</guid>
		<description>@Daniel
I was just thinking: is the Strong Church-Turing Thesis (SCTT) really falsifiable?
Any such falsification must involve a proof that nature solves a certain problem (i.e. via a &quot;physical algorithm&quot;) asymptotically faster than a Turing Machine. To my knowledge, there is no accepted way to prove complexity results empirically: remember you&#039;re trying to draw conclusions about what happens to the computation time (and/or space) as n goes to infinity! To extrapolate to infinity, you need a theory (a.k.a. computational model) to tell you how your algorithm scales (in this case, this will be a physical theory). With a computational model in hand, you are back in CS Theory land, and can compare things asymptotically, but it&#039;s hard to see how you could validate a physical model in the first place.

OTOH, it seems like we&#039;ve accepted that the asymptotic behavior of PCs is modeled by Turing Machines... although we&#039;ve seen in practice that this is an idealization, and PC performance is in fact slightly worse than that of Random-Access Machines.</description>
		<content:encoded><![CDATA[<p>@Daniel<br />
I was just thinking: is the Strong Church-Turing Thesis (SCTT) really falsifiable?<br />
Any such falsification must involve a proof that nature solves a certain problem (i.e. via a &#8220;physical algorithm&#8221;) asymptotically faster than a Turing Machine. To my knowledge, there is no accepted way to prove complexity results empirically: remember you&#8217;re trying to draw conclusions about what happens to the computation time (and/or space) as n goes to infinity! To extrapolate to infinity, you need a theory (a.k.a. computational model) to tell you how your algorithm scales (in this case, this will be a physical theory). With a computational model in hand, you are back in CS Theory land, and can compare things asymptotically, but it&#8217;s hard to see how you could validate a physical model in the first place.</p>
<p>OTOH, it seems like we&#8217;ve accepted that the asymptotic behavior of PCs is modeled by Turing Machines&#8230; although we&#8217;ve seen in practice that this is an idealization, and PC performance is in fact slightly worse than that of Random-Access Machines.</p>
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		<title>By: Aphyr</title>
		<link>http://www.daniel-lemire.com/blog/archives/2009/10/05/what-is-more-fundamental-physics-or-computer-science/comment-page-1/#comment-51721</link>
		<dc:creator>Aphyr</dc:creator>
		<pubDate>Wed, 07 Oct 2009 17:53:18 +0000</pubDate>
		<guid isPermaLink="false">http://www.daniel-lemire.com/blog/?p=2249#comment-51721</guid>
		<description>@Daniel: Sure, I&#039;ll agree it&#039;s a theory of nature if it&#039;s subject to empirical verification. The wikipedia page and articles I&#039;ve read seems to suggest that much...

Did you take a look at the paper I linked? I haven&#039;t had a chance to read it fully yet, but if you&#039;d like to discuss further, I&#039;d be happy to take this over to e-mail. It&#039;s a really interesting topic that I&#039;d like to learn more about.</description>
		<content:encoded><![CDATA[<p>@Daniel: Sure, I&#8217;ll agree it&#8217;s a theory of nature if it&#8217;s subject to empirical verification. The wikipedia page and articles I&#8217;ve read seems to suggest that much&#8230;</p>
<p>Did you take a look at the paper I linked? I haven&#8217;t had a chance to read it fully yet, but if you&#8217;d like to discuss further, I&#8217;d be happy to take this over to e-mail. It&#8217;s a really interesting topic that I&#8217;d like to learn more about.</p>
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		<title>By: Daniel Lemire</title>
		<link>http://www.daniel-lemire.com/blog/archives/2009/10/05/what-is-more-fundamental-physics-or-computer-science/comment-page-1/#comment-51717</link>
		<dc:creator>Daniel Lemire</dc:creator>
		<pubDate>Wed, 07 Oct 2009 11:41:46 +0000</pubDate>
		<guid isPermaLink="false">http://www.daniel-lemire.com/blog/?p=2249#comment-51717</guid>
		<description>@Kevembuangga See this rule:

Avoid UA (useless acronyms).

from my &quot;Write good papers&quot; page (http://www.daniel-lemire.com/blog/rules-to-write-a-good-research-paper/).</description>
		<content:encoded><![CDATA[<p>@Kevembuangga See this rule:</p>
<p>Avoid UA (useless acronyms).</p>
<p>from my &#8220;Write good papers&#8221; page (<a href="http://www.daniel-lemire.com/blog/rules-to-write-a-good-research-paper/" rel="nofollow">http://www.daniel-lemire.com/blog/rules-to-write-a-good-research-paper/</a>).</p>
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		<title>By: Belxjander</title>
		<link>http://www.daniel-lemire.com/blog/archives/2009/10/05/what-is-more-fundamental-physics-or-computer-science/comment-page-1/#comment-51713</link>
		<dc:creator>Belxjander</dc:creator>
		<pubDate>Wed, 07 Oct 2009 07:15:54 +0000</pubDate>
		<guid isPermaLink="false">http://www.daniel-lemire.com/blog/?p=2249#comment-51713</guid>
		<description>The problem I see with the whole argument
 is reflected in the way Einstein was limited in finding E=MC^2,

the math appears simple,  and occams razor as a tool supports the logic.

I would look at things differently,
  can you define physics OR computation of without a systemic construct?

since the primary requirement is that there is a non-monobloc state,

and here things get weird since a monobloc would by definition make the turing machine AND its data a single item/materia/composite?

can we define a plausible algorithm to describe the physics completely?

We may come close but I doubt we will ever describe the universe complete

as being part of the universe would would describe ourselves complete first
(this would lead to a review of religions imho)</description>
		<content:encoded><![CDATA[<p>The problem I see with the whole argument<br />
 is reflected in the way Einstein was limited in finding E=MC^2,</p>
<p>the math appears simple,  and occams razor as a tool supports the logic.</p>
<p>I would look at things differently,<br />
  can you define physics OR computation of without a systemic construct?</p>
<p>since the primary requirement is that there is a non-monobloc state,</p>
<p>and here things get weird since a monobloc would by definition make the turing machine AND its data a single item/materia/composite?</p>
<p>can we define a plausible algorithm to describe the physics completely?</p>
<p>We may come close but I doubt we will ever describe the universe complete</p>
<p>as being part of the universe would would describe ourselves complete first<br />
(this would lead to a review of religions imho)</p>
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		<title>By: Kevembuangga</title>
		<link>http://www.daniel-lemire.com/blog/archives/2009/10/05/what-is-more-fundamental-physics-or-computer-science/comment-page-1/#comment-51712</link>
		<dc:creator>Kevembuangga</dc:creator>
		<pubDate>Wed, 07 Oct 2009 05:26:50 +0000</pubDate>
		<guid isPermaLink="false">http://www.daniel-lemire.com/blog/?p=2249#comment-51712</guid>
		<description>SCTT?
stomach to caecum transit time?
stratum corneum turnover time?
subcutaneous tissue thickness?
supracerebellar transtentorial?

So is the BQP really JDIS in the KEWA of the BPP?

Darn acronymania!!!

(Yeah! &lt;i&gt;Strong Church-Turing Thesis&lt;/i&gt; but that really pisses me off)</description>
		<content:encoded><![CDATA[<p>SCTT?<br />
stomach to caecum transit time?<br />
stratum corneum turnover time?<br />
subcutaneous tissue thickness?<br />
supracerebellar transtentorial?</p>
<p>So is the BQP really JDIS in the KEWA of the BPP?</p>
<p>Darn acronymania!!!</p>
<p>(Yeah! <i>Strong Church-Turing Thesis</i> but that really pisses me off)</p>
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		<title>By: Gustavo Lacerda</title>
		<link>http://www.daniel-lemire.com/blog/archives/2009/10/05/what-is-more-fundamental-physics-or-computer-science/comment-page-1/#comment-51697</link>
		<dc:creator>Gustavo Lacerda</dc:creator>
		<pubDate>Tue, 06 Oct 2009 20:00:06 +0000</pubDate>
		<guid isPermaLink="false">http://www.daniel-lemire.com/blog/?p=2249#comment-51697</guid>
		<description>The Wikipedia article you link to uses a very different definition of &quot;Strong Church-Turing thesis&quot;.

I like the idea of thinking of machine classes (e.g. Turing Machines) as functions from problems to asymptotic complexity classes... but you never know when these classes might collapse (e.g. if someone proves that P=NP)... Moreover, if P=NP, then quantum computers are equivalent to Turing Machines wrt complexity. So you end up collapsing not only problem classes, but machine classes too.

Step 1 of your program is notoriously hard for problems in NP (otherwise we would know that P!=NP).</description>
		<content:encoded><![CDATA[<p>The Wikipedia article you link to uses a very different definition of &#8220;Strong Church-Turing thesis&#8221;.</p>
<p>I like the idea of thinking of machine classes (e.g. Turing Machines) as functions from problems to asymptotic complexity classes&#8230; but you never know when these classes might collapse (e.g. if someone proves that P=NP)&#8230; Moreover, if P=NP, then quantum computers are equivalent to Turing Machines wrt complexity. So you end up collapsing not only problem classes, but machine classes too.</p>
<p>Step 1 of your program is notoriously hard for problems in NP (otherwise we would know that P!=NP).</p>
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