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  <channel>
    <fireside:hostname>web01.fireside.fm</fireside:hostname>
    <fireside:genDate>Tue, 26 May 2026 09:19:48 -0500</fireside:genDate>
    <generator>Fireside (https://fireside.fm)</generator>
    <title>Increments - Episodes Tagged with “Universality”</title>
    <link>https://www.incrementspodcast.com/tags/universality</link>
    <pubDate>Wed, 03 Jan 2024 22:00:00 -0800</pubDate>
    <description>Vaden Masrani, a senior research scientist in machine learning, and Ben Chugg, a PhD student in statistics, get into trouble arguing about everything except machine learning and statistics. Coherence is somewhere on the horizon. 
Bribes, suggestions, love-mail and hate-mail all welcome at incrementspodcast@gmail.com. 
</description>
    <language>en-us</language>
    <itunes:type>episodic</itunes:type>
    <itunes:subtitle>Science, Philosophy, Epistemology, Mayhem</itunes:subtitle>
    <itunes:author>Ben Chugg and Vaden Masrani</itunes:author>
    <itunes:summary>Vaden Masrani, a senior research scientist in machine learning, and Ben Chugg, a PhD student in statistics, get into trouble arguing about everything except machine learning and statistics. Coherence is somewhere on the horizon. 
Bribes, suggestions, love-mail and hate-mail all welcome at incrementspodcast@gmail.com. 
</itunes:summary>
    <itunes:image href="https://media24.fireside.fm/file/fireside-images-2024/podcasts/images/3/3229e340-4bf1-42a5-a5b7-4f508a27131c/cover.jpg?v=18"/>
    <itunes:explicit>no</itunes:explicit>
    <itunes:keywords>Philosophy,Science,Ethics,Progress,Knowledge,Computer Science,Conversation,Error-Correction</itunes:keywords>
    <itunes:owner>
      <itunes:name>Ben Chugg and Vaden Masrani</itunes:name>
      <itunes:email>incrementspodcast@gmail.com</itunes:email>
    </itunes:owner>
<itunes:category text="Society &amp; Culture">
  <itunes:category text="Philosophy"/>
</itunes:category>
<itunes:category text="Science"/>
<item>
  <title>#60 - Creativity and Computational Universality (with Bruce Nielson) </title>
  <link>https://www.incrementspodcast.com/60</link>
  <guid isPermaLink="false">1c458a1d-9763-4387-9217-c1c90d50df23</guid>
  <pubDate>Wed, 03 Jan 2024 22:00:00 -0800</pubDate>
  <author>Ben Chugg and Vaden Masrani</author>
  <enclosure url="https://dts.podtrac.com/redirect.mp3/https://chrt.fm/track/1F5B4D/aphid.fireside.fm/d/1437767933/3229e340-4bf1-42a5-a5b7-4f508a27131c/1c458a1d-9763-4387-9217-c1c90d50df23.mp3" length="87432005" type="audio/mpeg"/>
  <itunes:episodeType>full</itunes:episodeType>
  <itunes:author>Ben Chugg and Vaden Masrani</itunes:author>
  <itunes:subtitle>Bruce Nielsen makes his first appearance on the podcast to push us on machine intelligence and creativity, computational universality, Roger Penrose, and everything in between! </itunes:subtitle>
  <itunes:duration>1:58:42</itunes:duration>
  <itunes:explicit>no</itunes:explicit>
  <itunes:image href="https://media24.fireside.fm/file/fireside-images-2024/podcasts/images/3/3229e340-4bf1-42a5-a5b7-4f508a27131c/episodes/1/1c458a1d-9763-4387-9217-c1c90d50df23/cover.jpg?v=2"/>
  <description>&lt;p&gt;Today we [finally] have on someone who actually knows what they're actually talking about: Mr. Bruce Nielson of the excellent Theory of Anything Podcast. We bring him on to straighten us out on the topics of creativity, machine intelligence, Turing machines, and computational universality - We build upon our previous conversation way back in &lt;a href="https://www.incrementspodcast.com/52" target="_blank" rel="nofollow noopener"&gt;Ask Us Anything I: Computation and Creativity&lt;/a&gt;, and suggest listening to that episode first. &lt;/p&gt;

&lt;p&gt;Go follow Bruce on twitter (&lt;a href="https://twitter.com/bnielson01" target="_blank" rel="nofollow noopener"&gt;https://twitter.com/bnielson01&lt;/a&gt;) and check out his Theory of Anything Podcast &lt;a href="https://podcasts.apple.com/us/podcast/the-theory-of-anything/id1503194218" target="_blank" rel="nofollow noopener"&gt;here&lt;/a&gt;. &lt;/p&gt;

&lt;p&gt;(Also Vaden's audio was acting up a bit in this episode, we humbly seek forgiveness.) &lt;/p&gt;

We discuss

&lt;ul&gt;
&lt;li&gt;Does theorem proving count as creativity?&lt;/li&gt;
&lt;li&gt;Is AlphaGo creative?&lt;/li&gt;
&lt;li&gt;Determinism, predictability, and chaos theory&lt;/li&gt;
&lt;li&gt;Essentialism and a misunderstanding of definitions&lt;/li&gt;
&lt;li&gt;Animal memes and understanding&lt;/li&gt;
&lt;li&gt;Turing Machines and computational universality&lt;/li&gt;
&lt;li&gt;Penrose's "proof" that we need new physics &lt;/li&gt;
&lt;/ul&gt;

References

&lt;ul&gt;
&lt;li&gt;
&lt;a href="https://www.incrementspodcast.com/52" target="_blank" rel="nofollow noopener"&gt;Ask Us Anything I: Computation and Creativity&lt;/a&gt; (Listen first!)&lt;/li&gt;
&lt;li&gt;
&lt;a href="https://en.wikipedia.org/wiki/Logic_Theorist" target="_blank" rel="nofollow noopener"&gt;Logic theorist&lt;/a&gt; &lt;/li&gt;
&lt;li&gt;
&lt;a href="https://en.wikipedia.org/wiki/AlphaGo_(film)" target="_blank" rel="nofollow noopener"&gt;AlphaGo movie&lt;/a&gt; &lt;/li&gt;
&lt;/ul&gt;

Socials

&lt;ul&gt;
&lt;li&gt;Follow us on Twitter at @IncrementsPod, @BennyChugg, @VadenMasrani&lt;/li&gt;
&lt;li&gt;Come join our discord server! DM us on twitter or send us an email to get a supersecret link&lt;/li&gt;
&lt;li&gt;Help us fund more 64 minute-long blog posts and get exclusive bonus content by becoming a patreon subscriber &lt;a href="https://www.patreon.com/Increments" target="_blank" rel="nofollow noopener"&gt;here&lt;/a&gt;. Or give us one-time cash donations to help cover our lack of cash donations &lt;a href="https://ko-fi.com/increments" target="_blank" rel="nofollow noopener"&gt;here&lt;/a&gt;.&lt;/li&gt;
&lt;li&gt;Click dem like buttons on &lt;a href="https://www.youtube.com/channel/UC_4wZzQyoW4s4ZuE4FY9DQQ" target="_blank" rel="nofollow noopener"&gt;youtube&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Create us up an email with something imaginatively rote, cliche and formulaic, and mail that creative stinker over to &lt;a href="mailto:incrementspodcast@gmail.com" target="_blank" rel="nofollow noopener"&gt;incrementspodcast@gmail.com&lt;/a&gt;&lt;br&gt;
 Special Guest: Bruce Nielson.&lt;/p&gt;
</description>
  <itunes:keywords>creativity, turing-completeness, universality, determinism, chaos theory</itunes:keywords>
  <content:encoded>
    <![CDATA[<p>Today we [finally] have on someone who actually knows what they&#39;re actually talking about: Mr. Bruce Nielson of the excellent Theory of Anything Podcast. We bring him on to straighten us out on the topics of creativity, machine intelligence, Turing machines, and computational universality - We build upon our previous conversation way back in <a href="https://www.incrementspodcast.com/52" rel="nofollow">Ask Us Anything I: Computation and Creativity</a>, and suggest listening to that episode first. </p>

<p>Go follow Bruce on twitter (<a href="https://twitter.com/bnielson01" rel="nofollow">https://twitter.com/bnielson01</a>) and check out his Theory of Anything Podcast <a href="https://podcasts.apple.com/us/podcast/the-theory-of-anything/id1503194218" rel="nofollow">here</a>. </p>

<p>(Also Vaden&#39;s audio was acting up a bit in this episode, we humbly seek forgiveness.) </p>

<h1>We discuss</h1>

<ul>
<li>Does theorem proving count as creativity?</li>
<li>Is AlphaGo creative?</li>
<li>Determinism, predictability, and chaos theory</li>
<li>Essentialism and a misunderstanding of definitions</li>
<li>Animal memes and understanding</li>
<li>Turing Machines and computational universality</li>
<li>Penrose&#39;s &quot;proof&quot; that we need new physics </li>
</ul>

<h1>References</h1>

<ul>
<li><a href="https://www.incrementspodcast.com/52" rel="nofollow">Ask Us Anything I: Computation and Creativity</a> (Listen first!)</li>
<li><a href="https://en.wikipedia.org/wiki/Logic_Theorist" rel="nofollow">Logic theorist</a> </li>
<li><a href="https://en.wikipedia.org/wiki/AlphaGo_(film)" rel="nofollow">AlphaGo movie</a> </li>
</ul>

<h1>Socials</h1>

<ul>
<li>Follow us on Twitter at @IncrementsPod, @BennyChugg, @VadenMasrani</li>
<li>Come join our discord server! DM us on twitter or send us an email to get a supersecret link</li>
<li>Help us fund more 64 minute-long blog posts and get exclusive bonus content by becoming a patreon subscriber <a href="https://www.patreon.com/Increments" rel="nofollow">here</a>. Or give us one-time cash donations to help cover our lack of cash donations <a href="https://ko-fi.com/increments" rel="nofollow">here</a>.</li>
<li>Click dem like buttons on <a href="https://www.youtube.com/channel/UC_4wZzQyoW4s4ZuE4FY9DQQ" rel="nofollow">youtube</a></li>
</ul>

<p>Create us up an email with something imaginatively rote, cliche and formulaic, and mail that creative stinker over to <a href="mailto:incrementspodcast@gmail.com" rel="nofollow">incrementspodcast@gmail.com</a></p><p>Special Guest: Bruce Nielson.</p><p><a rel="payment" href="https://www.patreon.com/Increments">Support Increments</a></p>]]>
  </content:encoded>
  <itunes:summary>
    <![CDATA[<p>Today we [finally] have on someone who actually knows what they&#39;re actually talking about: Mr. Bruce Nielson of the excellent Theory of Anything Podcast. We bring him on to straighten us out on the topics of creativity, machine intelligence, Turing machines, and computational universality - We build upon our previous conversation way back in <a href="https://www.incrementspodcast.com/52" rel="nofollow">Ask Us Anything I: Computation and Creativity</a>, and suggest listening to that episode first. </p>

<p>Go follow Bruce on twitter (<a href="https://twitter.com/bnielson01" rel="nofollow">https://twitter.com/bnielson01</a>) and check out his Theory of Anything Podcast <a href="https://podcasts.apple.com/us/podcast/the-theory-of-anything/id1503194218" rel="nofollow">here</a>. </p>

<p>(Also Vaden&#39;s audio was acting up a bit in this episode, we humbly seek forgiveness.) </p>

<h1>We discuss</h1>

<ul>
<li>Does theorem proving count as creativity?</li>
<li>Is AlphaGo creative?</li>
<li>Determinism, predictability, and chaos theory</li>
<li>Essentialism and a misunderstanding of definitions</li>
<li>Animal memes and understanding</li>
<li>Turing Machines and computational universality</li>
<li>Penrose&#39;s &quot;proof&quot; that we need new physics </li>
</ul>

<h1>References</h1>

<ul>
<li><a href="https://www.incrementspodcast.com/52" rel="nofollow">Ask Us Anything I: Computation and Creativity</a> (Listen first!)</li>
<li><a href="https://en.wikipedia.org/wiki/Logic_Theorist" rel="nofollow">Logic theorist</a> </li>
<li><a href="https://en.wikipedia.org/wiki/AlphaGo_(film)" rel="nofollow">AlphaGo movie</a> </li>
</ul>

<h1>Socials</h1>

<ul>
<li>Follow us on Twitter at @IncrementsPod, @BennyChugg, @VadenMasrani</li>
<li>Come join our discord server! DM us on twitter or send us an email to get a supersecret link</li>
<li>Help us fund more 64 minute-long blog posts and get exclusive bonus content by becoming a patreon subscriber <a href="https://www.patreon.com/Increments" rel="nofollow">here</a>. Or give us one-time cash donations to help cover our lack of cash donations <a href="https://ko-fi.com/increments" rel="nofollow">here</a>.</li>
<li>Click dem like buttons on <a href="https://www.youtube.com/channel/UC_4wZzQyoW4s4ZuE4FY9DQQ" rel="nofollow">youtube</a></li>
</ul>

<p>Create us up an email with something imaginatively rote, cliche and formulaic, and mail that creative stinker over to <a href="mailto:incrementspodcast@gmail.com" rel="nofollow">incrementspodcast@gmail.com</a></p><p>Special Guest: Bruce Nielson.</p><p><a rel="payment" href="https://www.patreon.com/Increments">Support Increments</a></p>]]>
  </itunes:summary>
</item>
<item>
  <title>#54 - Ask Us Anything III: Emotional Epistemology</title>
  <link>https://www.incrementspodcast.com/54</link>
  <guid isPermaLink="false">d8df9bc8-2935-4592-b1b3-db3aea025b55</guid>
  <pubDate>Mon, 18 Sep 2023 12:30:00 -0700</pubDate>
  <author>Ben Chugg and Vaden Masrani</author>
  <enclosure url="https://dts.podtrac.com/redirect.mp3/https://chrt.fm/track/1F5B4D/aphid.fireside.fm/d/1437767933/3229e340-4bf1-42a5-a5b7-4f508a27131c/d8df9bc8-2935-4592-b1b3-db3aea025b55.mp3" length="75308720" type="audio/mpeg"/>
  <itunes:episodeType>full</itunes:episodeType>
  <itunes:author>Ben Chugg and Vaden Masrani</itunes:author>
  <itunes:subtitle>The third of infinite installments in our ask us anything series. We touch on universality, emotions, epistemology, and whether all thinking is problem solving. </itunes:subtitle>
  <itunes:duration>1:18:26</itunes:duration>
  <itunes:explicit>no</itunes:explicit>
  <itunes:image href="https://media24.fireside.fm/file/fireside-images-2024/podcasts/images/3/3229e340-4bf1-42a5-a5b7-4f508a27131c/episodes/d/d8df9bc8-2935-4592-b1b3-db3aea025b55/cover.jpg?v=1"/>
  <description>&lt;p&gt;Back again with AUA #3 - we're getting there people! Only, uhh, seven questions to go? Incremental progress baby. Plus, we see a good old Vaden and Ben fight in this one! Thank God, because things were getting a little stale with Vaden hammering on longtermism and Ben on cliodynamics. We cover: &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Is hypnosis a real thing?&lt;/li&gt;
&lt;li&gt;Types of universality contained within the genetic code &lt;/li&gt;
&lt;li&gt;Pressures associated with turning political/philosophical ideas into personal identities &lt;/li&gt;
&lt;li&gt;How do emotions/feelings interface with our rational/logical mind? How &lt;em&gt;should&lt;/em&gt; they? &lt;/li&gt;
&lt;li&gt;Vaden's (hopefully one-off) experience with Bipolar Type-1 and psychosis&lt;/li&gt;
&lt;li&gt;Is problem solving the sole purpose of thinking? Vaden says yes (with many caveats!) and Ben says wtf no you fool. Then we argue about how to watch TV.&lt;/li&gt;
&lt;/ul&gt;

Questions

&lt;ol&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;(Neil Hudson)&lt;/strong&gt; Are there any theories as to the type of universality achievable via the genetic code (in BOI it is presumed to fall short of coding for all possible life forms)?&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;(Neil Hudson)&lt;/strong&gt; Wd be gd to get your take on: riffing on the Sperber/Mercier social thesis v. individual, if one is scarce private space/time then the need to constantly avow one’s public identity may “swamp” the critical evaluation of arguments one hears? Goes to seeking truth v status&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;(Arun Kannan)&lt;/strong&gt; What are your thoughts on inexplicit knowledge (David Deutsch jargon) and more broadly emotions/feelings in the mind ? How do these interplay with explicit ideas / thoughts ? What should we prioritize ? If we don't prioritize one over the other, how to resolve conflicts between them ? Any tips, literature, Popperian wisdom you can share on this ?&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;(Tom Nassis)&lt;/strong&gt; Is the sole purpose of all forms of thinking problem-solving? Or can thinking have purposes other than solving a problem?&lt;/p&gt;&lt;/li&gt;
&lt;/ol&gt;

Quotes

&lt;p&gt;&amp;gt; &lt;em&gt;Reach always has an explanation. But this time, to the best of my knowledge, the explanation is not yet known. If the reason for the jump in reach was that it was a jump to universality, what was the universality? The genetic code is presumably not universal &lt;strong&gt;for specifying life forms&lt;/strong&gt;, since it relies on specific types of chemicals, such as proteins. Could it be a universal constructor? Perhaps. It does manage to build with inorganic materials sometimes, such as the calcium phosphate in bones, or the magnetite in the navigation system inside a pigeon’s brain. Biotechnologists are already using it to manufacture hydrogen and to extract uranium from seawater. It can also program organisms to perform constructions outside their bodies: birds build nests; beavers build dams. &lt;strong&gt;Perhaps it would it be possible to specify, in the genetic code, an organism whose life cycle includes building a nuclear-powered spaceship. Or perhaps not. I guess it has some lesser, and not yet understood, universality.&lt;/strong&gt;&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;&amp;gt; &lt;em&gt;In 1994 the computer scientist and molecular biologist Leonard Adleman designed and built a computer composed of DNA together with some simple enzymes, and demonstrated that it was capable of performing some sophisticated computations. At the time, Adleman’s DNA computer was arguably the fastest computer in the world. Further, it was clear that a universal classical computer could be made in a similar way. &lt;strong&gt;Hence we know that, whatever that other universality of the DNA system was, the universality of computation had also been inherent in it for billions of years, without ever being used – until Adleman used it.&lt;/strong&gt;&lt;/em&gt;&lt;br&gt;
&amp;gt;&lt;br&gt;
&amp;gt; Beginning of Infinity, p.158 (emph added) &lt;/p&gt;

References

&lt;ul&gt;
&lt;li&gt;&lt;a href="https://www.youtube.com/watch?v=6kSq7dPlw0A" target="_blank" rel="nofollow noopener"&gt;Derren brown makes people forget their stop&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;Bari Weiss's &lt;a href="https://open.spotify.com/episode/2WvW8VnfzwIM155NcFXwe5" target="_blank" rel="nofollow noopener"&gt;conversation&lt;/a&gt; with Freddie deBoer on psychosis, bipolar, and mental health. This conversation addresses the New York Times &lt;a href="https://www.nytimes.com/2022/05/17/magazine/antipsychotic-medications-mental-health.html" target="_blank" rel="nofollow noopener"&gt;article&lt;/a&gt; which views having schizophrenia, bipolar, etc as no better or worse than not having schizophrenia, bipolar, etc. Also contains Vaden's favorite euphemism of 2022: "Nonconsensus Realities"&lt;/li&gt;
&lt;li&gt;&lt;a href="https://www.youtube.com/watch?v=pBjU3Ii7lfs" target="_blank" rel="nofollow noopener"&gt;Sad existentialist cat&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Send Vaden an email with a thought you have not designed to solve a problem at incrementspodcast.com &lt;/p&gt;

Socials

&lt;ul&gt;
&lt;li&gt;Follow us on Twitter at @IncrementsPod, @BennyChugg, @VadenMasrani&lt;/li&gt;
&lt;li&gt;Come join our discord server! DM us on twitter or send us an email to get a supersecret link&lt;/li&gt;
&lt;li&gt;Toss us some coin over hur (&lt;a href="https://www.patreon.com/Increments/posts" target="_blank" rel="nofollow noopener"&gt;patreon subscription approach&lt;/a&gt; or the &lt;a href="https://ko-fi.com/increments" target="_blank" rel="nofollow noopener"&gt;ko-fi, just give us cash you animal approach&lt;/a&gt;), and click dem like buttons on &lt;a href="https://www.youtube.com/channel/UC_4wZzQyoW4s4ZuE4FY9DQQ" target="_blank" rel="nofollow noopener"&gt;youtube over hur&lt;/a&gt;. &lt;/li&gt;
&lt;/ul&gt;
</description>
  <itunes:keywords>ask-us-anything, universality, emotions, epistemology, problem-solving, thinking</itunes:keywords>
  <content:encoded>
    <![CDATA[<p>Back again with AUA #3 - we&#39;re getting there people! Only, uhh, seven questions to go? Incremental progress baby. Plus, we see a good old Vaden and Ben fight in this one! Thank God, because things were getting a little stale with Vaden hammering on longtermism and Ben on cliodynamics. We cover: </p>

<ul>
<li>Is hypnosis a real thing?</li>
<li>Types of universality contained within the genetic code </li>
<li>Pressures associated with turning political/philosophical ideas into personal identities </li>
<li>How do emotions/feelings interface with our rational/logical mind? How <em>should</em> they? </li>
<li>Vaden&#39;s (hopefully one-off) experience with Bipolar Type-1 and psychosis</li>
<li>Is problem solving the sole purpose of thinking? Vaden says yes (with many caveats!) and Ben says wtf no you fool. Then we argue about how to watch TV.</li>
</ul>

<h1>Questions</h1>

<ol>
<li><p><strong>(Neil Hudson)</strong> Are there any theories as to the type of universality achievable via the genetic code (in BOI it is presumed to fall short of coding for all possible life forms)?</p></li>
<li><p><strong>(Neil Hudson)</strong> Wd be gd to get your take on: riffing on the Sperber/Mercier social thesis v. individual, if one is scarce private space/time then the need to constantly avow one’s public identity may “swamp” the critical evaluation of arguments one hears? Goes to seeking truth v status</p></li>
<li><p><strong>(Arun Kannan)</strong> What are your thoughts on inexplicit knowledge (David Deutsch jargon) and more broadly emotions/feelings in the mind ? How do these interplay with explicit ideas / thoughts ? What should we prioritize ? If we don&#39;t prioritize one over the other, how to resolve conflicts between them ? Any tips, literature, Popperian wisdom you can share on this ?</p></li>
<li><p><strong>(Tom Nassis)</strong> Is the sole purpose of all forms of thinking problem-solving? Or can thinking have purposes other than solving a problem?</p></li>
</ol>

<h1>Quotes</h1>

<blockquote>
<p><em>Reach always has an explanation. But this time, to the best of my knowledge, the explanation is not yet known. If the reason for the jump in reach was that it was a jump to universality, what was the universality? The genetic code is presumably not universal <strong>for specifying life forms</strong>, since it relies on specific types of chemicals, such as proteins. Could it be a universal constructor? Perhaps. It does manage to build with inorganic materials sometimes, such as the calcium phosphate in bones, or the magnetite in the navigation system inside a pigeon’s brain. Biotechnologists are already using it to manufacture hydrogen and to extract uranium from seawater. It can also program organisms to perform constructions outside their bodies: birds build nests; beavers build dams. <strong>Perhaps it would it be possible to specify, in the genetic code, an organism whose life cycle includes building a nuclear-powered spaceship. Or perhaps not. I guess it has some lesser, and not yet understood, universality.</strong></em></p>

<p><em>In 1994 the computer scientist and molecular biologist Leonard Adleman designed and built a computer composed of DNA together with some simple enzymes, and demonstrated that it was capable of performing some sophisticated computations. At the time, Adleman’s DNA computer was arguably the fastest computer in the world. Further, it was clear that a universal classical computer could be made in a similar way. <strong>Hence we know that, whatever that other universality of the DNA system was, the universality of computation had also been inherent in it for billions of years, without ever being used – until Adleman used it.</strong></em></p>

<p>Beginning of Infinity, p.158 (emph added) </p>
</blockquote>

<h1>References</h1>

<ul>
<li><a href="https://www.youtube.com/watch?v=6kSq7dPlw0A" rel="nofollow">Derren brown makes people forget their stop</a></li>
<li>Bari Weiss&#39;s <a href="https://open.spotify.com/episode/2WvW8VnfzwIM155NcFXwe5" rel="nofollow">conversation</a> with Freddie deBoer on psychosis, bipolar, and mental health. This conversation addresses the New York Times <a href="https://www.nytimes.com/2022/05/17/magazine/antipsychotic-medications-mental-health.html" rel="nofollow">article</a> which views having schizophrenia, bipolar, etc as no better or worse than not having schizophrenia, bipolar, etc. Also contains Vaden&#39;s favorite euphemism of 2022: &quot;Nonconsensus Realities&quot;</li>
<li><a href="https://www.youtube.com/watch?v=pBjU3Ii7lfs" rel="nofollow">Sad existentialist cat</a></li>
</ul>

<p>Send Vaden an email with a thought you have not designed to solve a problem at incrementspodcast.com </p>

<h1>Socials</h1>

<ul>
<li>Follow us on Twitter at @IncrementsPod, @BennyChugg, @VadenMasrani</li>
<li>Come join our discord server! DM us on twitter or send us an email to get a supersecret link</li>
<li>Toss us some coin over hur (<a href="https://www.patreon.com/Increments/posts" rel="nofollow">patreon subscription approach</a> or the <a href="https://ko-fi.com/increments" rel="nofollow">ko-fi, just give us cash you animal approach</a>), and click dem like buttons on <a href="https://www.youtube.com/channel/UC_4wZzQyoW4s4ZuE4FY9DQQ" rel="nofollow">youtube over hur</a>. </li>
</ul><p><a rel="payment" href="https://www.patreon.com/Increments">Support Increments</a></p>]]>
  </content:encoded>
  <itunes:summary>
    <![CDATA[<p>Back again with AUA #3 - we&#39;re getting there people! Only, uhh, seven questions to go? Incremental progress baby. Plus, we see a good old Vaden and Ben fight in this one! Thank God, because things were getting a little stale with Vaden hammering on longtermism and Ben on cliodynamics. We cover: </p>

<ul>
<li>Is hypnosis a real thing?</li>
<li>Types of universality contained within the genetic code </li>
<li>Pressures associated with turning political/philosophical ideas into personal identities </li>
<li>How do emotions/feelings interface with our rational/logical mind? How <em>should</em> they? </li>
<li>Vaden&#39;s (hopefully one-off) experience with Bipolar Type-1 and psychosis</li>
<li>Is problem solving the sole purpose of thinking? Vaden says yes (with many caveats!) and Ben says wtf no you fool. Then we argue about how to watch TV.</li>
</ul>

<h1>Questions</h1>

<ol>
<li><p><strong>(Neil Hudson)</strong> Are there any theories as to the type of universality achievable via the genetic code (in BOI it is presumed to fall short of coding for all possible life forms)?</p></li>
<li><p><strong>(Neil Hudson)</strong> Wd be gd to get your take on: riffing on the Sperber/Mercier social thesis v. individual, if one is scarce private space/time then the need to constantly avow one’s public identity may “swamp” the critical evaluation of arguments one hears? Goes to seeking truth v status</p></li>
<li><p><strong>(Arun Kannan)</strong> What are your thoughts on inexplicit knowledge (David Deutsch jargon) and more broadly emotions/feelings in the mind ? How do these interplay with explicit ideas / thoughts ? What should we prioritize ? If we don&#39;t prioritize one over the other, how to resolve conflicts between them ? Any tips, literature, Popperian wisdom you can share on this ?</p></li>
<li><p><strong>(Tom Nassis)</strong> Is the sole purpose of all forms of thinking problem-solving? Or can thinking have purposes other than solving a problem?</p></li>
</ol>

<h1>Quotes</h1>

<blockquote>
<p><em>Reach always has an explanation. But this time, to the best of my knowledge, the explanation is not yet known. If the reason for the jump in reach was that it was a jump to universality, what was the universality? The genetic code is presumably not universal <strong>for specifying life forms</strong>, since it relies on specific types of chemicals, such as proteins. Could it be a universal constructor? Perhaps. It does manage to build with inorganic materials sometimes, such as the calcium phosphate in bones, or the magnetite in the navigation system inside a pigeon’s brain. Biotechnologists are already using it to manufacture hydrogen and to extract uranium from seawater. It can also program organisms to perform constructions outside their bodies: birds build nests; beavers build dams. <strong>Perhaps it would it be possible to specify, in the genetic code, an organism whose life cycle includes building a nuclear-powered spaceship. Or perhaps not. I guess it has some lesser, and not yet understood, universality.</strong></em></p>

<p><em>In 1994 the computer scientist and molecular biologist Leonard Adleman designed and built a computer composed of DNA together with some simple enzymes, and demonstrated that it was capable of performing some sophisticated computations. At the time, Adleman’s DNA computer was arguably the fastest computer in the world. Further, it was clear that a universal classical computer could be made in a similar way. <strong>Hence we know that, whatever that other universality of the DNA system was, the universality of computation had also been inherent in it for billions of years, without ever being used – until Adleman used it.</strong></em></p>

<p>Beginning of Infinity, p.158 (emph added) </p>
</blockquote>

<h1>References</h1>

<ul>
<li><a href="https://www.youtube.com/watch?v=6kSq7dPlw0A" rel="nofollow">Derren brown makes people forget their stop</a></li>
<li>Bari Weiss&#39;s <a href="https://open.spotify.com/episode/2WvW8VnfzwIM155NcFXwe5" rel="nofollow">conversation</a> with Freddie deBoer on psychosis, bipolar, and mental health. This conversation addresses the New York Times <a href="https://www.nytimes.com/2022/05/17/magazine/antipsychotic-medications-mental-health.html" rel="nofollow">article</a> which views having schizophrenia, bipolar, etc as no better or worse than not having schizophrenia, bipolar, etc. Also contains Vaden&#39;s favorite euphemism of 2022: &quot;Nonconsensus Realities&quot;</li>
<li><a href="https://www.youtube.com/watch?v=pBjU3Ii7lfs" rel="nofollow">Sad existentialist cat</a></li>
</ul>

<p>Send Vaden an email with a thought you have not designed to solve a problem at incrementspodcast.com </p>

<h1>Socials</h1>

<ul>
<li>Follow us on Twitter at @IncrementsPod, @BennyChugg, @VadenMasrani</li>
<li>Come join our discord server! DM us on twitter or send us an email to get a supersecret link</li>
<li>Toss us some coin over hur (<a href="https://www.patreon.com/Increments/posts" rel="nofollow">patreon subscription approach</a> or the <a href="https://ko-fi.com/increments" rel="nofollow">ko-fi, just give us cash you animal approach</a>), and click dem like buttons on <a href="https://www.youtube.com/channel/UC_4wZzQyoW4s4ZuE4FY9DQQ" rel="nofollow">youtube over hur</a>. </li>
</ul><p><a rel="payment" href="https://www.patreon.com/Increments">Support Increments</a></p>]]>
  </itunes:summary>
</item>
<item>
  <title>#52 - Ask Us Anything I: Computation and Creativity</title>
  <link>https://www.incrementspodcast.com/52</link>
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  <pubDate>Mon, 10 Jul 2023 07:30:00 -0700</pubDate>
  <author>Ben Chugg and Vaden Masrani</author>
  <enclosure url="https://dts.podtrac.com/redirect.mp3/https://chrt.fm/track/1F5B4D/aphid.fireside.fm/d/1437767933/3229e340-4bf1-42a5-a5b7-4f508a27131c/e60dc6c5-1d0a-4061-85b0-e97bcb4b060f.mp3" length="70556524" type="audio/mpeg"/>
  <itunes:episodeType>full</itunes:episodeType>
  <itunes:author>Ben Chugg and Vaden Masrani</itunes:author>
  <itunes:subtitle>Our first ask us anything episode! We get through a whopping ... two questions. </itunes:subtitle>
  <itunes:duration>1:13:29</itunes:duration>
  <itunes:explicit>no</itunes:explicit>
  <itunes:image href="https://media24.fireside.fm/file/fireside-images-2024/podcasts/images/3/3229e340-4bf1-42a5-a5b7-4f508a27131c/episodes/e/e60dc6c5-1d0a-4061-85b0-e97bcb4b060f/cover.jpg?v=1"/>
  <description>&lt;p&gt;We debated calling this episode "An ode to Michael," because we set out to do an AMA but only get through his first two questions. But never fear, there are only 20 questions, so at this rate we should be done the AMA by the end of 2024. Who said we weren't fans of longtermism? &lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Questions&lt;/strong&gt;:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Hey do you guys have a Patreon page or anyway to support you?&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;(Michael)&lt;/strong&gt; Not clear that humans are universal explainers. Standard argument for this is "to assume o.w. is to appeal to the supernatural," but this argument is weak b/c it does not explain &lt;em&gt;why&lt;/em&gt; humans could in principle explain everything. But all Deutch's ideas rests on this axiom. It's almost tautological - there &lt;em&gt;could&lt;/em&gt; be things humans cannot explain, but we wouldn't even know about these things b/c we wouldn't be able to explain them. I think this argument that humans are universal explainers and thus can achieve indefinite progress needs more rigor.It might be a step jump from animals to humans, but why could there not be more step jumps in intelligence beyond human intelligence that we do not even know about? I'd love to get your thoughts on this.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;(Michael)&lt;/strong&gt; Another pt I'd love to get your perspectives on is the idea of the "creative program." Standard discussion is "humans are special because we are creative, and we don't know what the creative program is." But we need to make progress on creativity at some point and it kind of feels like we are using the word "creativity" as a vague suitcase word to encapsulate "everything we don't yet know about intelligence." Simply saying "humans are creative" without properly defining what it means to be creative in a way that we can evaluate in machines is not helping us make progress on developing creative AI. It's unsatisfying to hear critiques of AI that say "this AI model is not 'truly intelligent' because it is not creative" without also proposing a way to evaluate its creativity.  In this sense, critiques of AI that say AI is "not creative" are bad explanations because these critiques are easy to vary. Without a proposing a proper test for creativity that can actually evaluated, it is not possible for us to conduct a test to refute the critique. I'd love to get your thoughts on how we can construct evaluations for creativity in a way that enables us to make scientific progress on understanding the creative algorithm!&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;&lt;strong&gt;References&lt;/strong&gt;:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;a href="https://podcasts.apple.com/us/podcast/episode-9-introduction-to-computational-theory/id1503194218?i=1000502266361" target="_blank" rel="nofollow noopener"&gt;Episode 9: Introduction to Computational Theory&lt;/a&gt;, &lt;a href="https://podcasts.apple.com/us/podcast/the-theory-of-anything/id1503194218" target="_blank" rel="nofollow noopener"&gt;Theory of Anything podcast&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;David Deutsch on Coleman Hughes' podcast: &lt;a href="https://en.padverb.com/er/conversations-with-coleman_rss-09-may-2023-multiverse-of-madness-with-david-deutsch" target="_blank" rel="nofollow noopener"&gt;Multiverse of Madness&lt;/a&gt; &lt;/li&gt;
&lt;li&gt;John Cleese's excellent new book &lt;a href="https://www.amazon.ca/Creativity-Short-Cheerful-John-Cleese/dp/0385348274" target="_blank" rel="nofollow noopener"&gt;Creativity&lt;/a&gt; &lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Contact us&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Follow us on Twitter at @IncrementsPod, @BennyChugg, @VadenMasrani&lt;/li&gt;
&lt;li&gt;Check us out on youtube at &lt;a href="https://www.youtube.com/channel/UC_4wZzQyoW4s4ZuE4FY9DQQ" target="_blank" rel="nofollow noopener"&gt;https://www.youtube.com/channel/UC_4wZzQyoW4s4ZuE4FY9DQQ&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Come join our discord server! DM us on twitter or send us an email to get a supersecret link&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Support&lt;/strong&gt;&lt;br&gt;
You can support the project on Patreon (monthly donations, &lt;a href="https://www.patreon.com/Increments" target="_blank" rel="nofollow noopener"&gt;https://www.patreon.com/Increments&lt;/a&gt;) or  Ko-fi (one time donation, &lt;a href="https://ko-fi.com/increments" target="_blank" rel="nofollow noopener"&gt;https://ko-fi.com/increments&lt;/a&gt;). Thank you! &lt;/p&gt;

&lt;p&gt;How much explaining could a universal explainer explain if a universal explainer could explain explaining? Tell us at &lt;a href="mailto:incrementspodcast@gmail.com" target="_blank" rel="nofollow noopener"&gt;incrementspodcast@gmail.com&lt;/a&gt;.  &lt;/p&gt;
</description>
  <itunes:keywords>ask-us-anything, creativity, computation, universality</itunes:keywords>
  <content:encoded>
    <![CDATA[<p>We debated calling this episode &quot;An ode to Michael,&quot; because we set out to do an AMA but only get through his first two questions. But never fear, there are only 20 questions, so at this rate we should be done the AMA by the end of 2024. Who said we weren&#39;t fans of longtermism? </p>

<p><strong>Questions</strong>:</p>

<ol>
<li>Hey do you guys have a Patreon page or anyway to support you?</li>
<li><strong>(Michael)</strong> Not clear that humans are universal explainers. Standard argument for this is &quot;to assume o.w. is to appeal to the supernatural,&quot; but this argument is weak b/c it does not explain <em>why</em> humans could in principle explain everything. But all Deutch&#39;s ideas rests on this axiom. It&#39;s almost tautological - there <em>could</em> be things humans cannot explain, but we wouldn&#39;t even know about these things b/c we wouldn&#39;t be able to explain them. I think this argument that humans are universal explainers and thus can achieve indefinite progress needs more rigor.It might be a step jump from animals to humans, but why could there not be more step jumps in intelligence beyond human intelligence that we do not even know about? I&#39;d love to get your thoughts on this.</li>
<li><strong>(Michael)</strong> Another pt I&#39;d love to get your perspectives on is the idea of the &quot;creative program.&quot; Standard discussion is &quot;humans are special because we are creative, and we don&#39;t know what the creative program is.&quot; But we need to make progress on creativity at some point and it kind of feels like we are using the word &quot;creativity&quot; as a vague suitcase word to encapsulate &quot;everything we don&#39;t yet know about intelligence.&quot; Simply saying &quot;humans are creative&quot; without properly defining what it means to be creative in a way that we can evaluate in machines is not helping us make progress on developing creative AI. It&#39;s unsatisfying to hear critiques of AI that say &quot;this AI model is not &#39;truly intelligent&#39; because it is not creative&quot; without also proposing a way to evaluate its creativity.  In this sense, critiques of AI that say AI is &quot;not creative&quot; are bad explanations because these critiques are easy to vary. Without a proposing a proper test for creativity that can actually evaluated, it is not possible for us to conduct a test to refute the critique. I&#39;d love to get your thoughts on how we can construct evaluations for creativity in a way that enables us to make scientific progress on understanding the creative algorithm!</li>
</ol>

<p><strong>References</strong>:</p>

<ul>
<li><a href="https://podcasts.apple.com/us/podcast/episode-9-introduction-to-computational-theory/id1503194218?i=1000502266361" rel="nofollow">Episode 9: Introduction to Computational Theory</a>, <a href="https://podcasts.apple.com/us/podcast/the-theory-of-anything/id1503194218" rel="nofollow">Theory of Anything podcast</a></li>
<li>David Deutsch on Coleman Hughes&#39; podcast: <a href="https://en.padverb.com/er/conversations-with-coleman_rss-09-may-2023-multiverse-of-madness-with-david-deutsch" rel="nofollow">Multiverse of Madness</a> </li>
<li>John Cleese&#39;s excellent new book <a href="https://www.amazon.ca/Creativity-Short-Cheerful-John-Cleese/dp/0385348274" rel="nofollow">Creativity</a> </li>
</ul>

<p><strong>Contact us</strong></p>

<ul>
<li>Follow us on Twitter at @IncrementsPod, @BennyChugg, @VadenMasrani</li>
<li>Check us out on youtube at <a href="https://www.youtube.com/channel/UC_4wZzQyoW4s4ZuE4FY9DQQ" rel="nofollow">https://www.youtube.com/channel/UC_4wZzQyoW4s4ZuE4FY9DQQ</a></li>
<li>Come join our discord server! DM us on twitter or send us an email to get a supersecret link</li>
</ul>

<p><strong>Support</strong><br>
You can support the project on Patreon (monthly donations, <a href="https://www.patreon.com/Increments" rel="nofollow">https://www.patreon.com/Increments</a>) or  Ko-fi (one time donation, <a href="https://ko-fi.com/increments" rel="nofollow">https://ko-fi.com/increments</a>). Thank you! </p>

<p>How much explaining could a universal explainer explain if a universal explainer could explain explaining? Tell us at <a href="mailto:incrementspodcast@gmail.com" rel="nofollow">incrementspodcast@gmail.com</a>. </p><p><a rel="payment" href="https://www.patreon.com/Increments">Support Increments</a></p>]]>
  </content:encoded>
  <itunes:summary>
    <![CDATA[<p>We debated calling this episode &quot;An ode to Michael,&quot; because we set out to do an AMA but only get through his first two questions. But never fear, there are only 20 questions, so at this rate we should be done the AMA by the end of 2024. Who said we weren&#39;t fans of longtermism? </p>

<p><strong>Questions</strong>:</p>

<ol>
<li>Hey do you guys have a Patreon page or anyway to support you?</li>
<li><strong>(Michael)</strong> Not clear that humans are universal explainers. Standard argument for this is &quot;to assume o.w. is to appeal to the supernatural,&quot; but this argument is weak b/c it does not explain <em>why</em> humans could in principle explain everything. But all Deutch&#39;s ideas rests on this axiom. It&#39;s almost tautological - there <em>could</em> be things humans cannot explain, but we wouldn&#39;t even know about these things b/c we wouldn&#39;t be able to explain them. I think this argument that humans are universal explainers and thus can achieve indefinite progress needs more rigor.It might be a step jump from animals to humans, but why could there not be more step jumps in intelligence beyond human intelligence that we do not even know about? I&#39;d love to get your thoughts on this.</li>
<li><strong>(Michael)</strong> Another pt I&#39;d love to get your perspectives on is the idea of the &quot;creative program.&quot; Standard discussion is &quot;humans are special because we are creative, and we don&#39;t know what the creative program is.&quot; But we need to make progress on creativity at some point and it kind of feels like we are using the word &quot;creativity&quot; as a vague suitcase word to encapsulate &quot;everything we don&#39;t yet know about intelligence.&quot; Simply saying &quot;humans are creative&quot; without properly defining what it means to be creative in a way that we can evaluate in machines is not helping us make progress on developing creative AI. It&#39;s unsatisfying to hear critiques of AI that say &quot;this AI model is not &#39;truly intelligent&#39; because it is not creative&quot; without also proposing a way to evaluate its creativity.  In this sense, critiques of AI that say AI is &quot;not creative&quot; are bad explanations because these critiques are easy to vary. Without a proposing a proper test for creativity that can actually evaluated, it is not possible for us to conduct a test to refute the critique. I&#39;d love to get your thoughts on how we can construct evaluations for creativity in a way that enables us to make scientific progress on understanding the creative algorithm!</li>
</ol>

<p><strong>References</strong>:</p>

<ul>
<li><a href="https://podcasts.apple.com/us/podcast/episode-9-introduction-to-computational-theory/id1503194218?i=1000502266361" rel="nofollow">Episode 9: Introduction to Computational Theory</a>, <a href="https://podcasts.apple.com/us/podcast/the-theory-of-anything/id1503194218" rel="nofollow">Theory of Anything podcast</a></li>
<li>David Deutsch on Coleman Hughes&#39; podcast: <a href="https://en.padverb.com/er/conversations-with-coleman_rss-09-may-2023-multiverse-of-madness-with-david-deutsch" rel="nofollow">Multiverse of Madness</a> </li>
<li>John Cleese&#39;s excellent new book <a href="https://www.amazon.ca/Creativity-Short-Cheerful-John-Cleese/dp/0385348274" rel="nofollow">Creativity</a> </li>
</ul>

<p><strong>Contact us</strong></p>

<ul>
<li>Follow us on Twitter at @IncrementsPod, @BennyChugg, @VadenMasrani</li>
<li>Check us out on youtube at <a href="https://www.youtube.com/channel/UC_4wZzQyoW4s4ZuE4FY9DQQ" rel="nofollow">https://www.youtube.com/channel/UC_4wZzQyoW4s4ZuE4FY9DQQ</a></li>
<li>Come join our discord server! DM us on twitter or send us an email to get a supersecret link</li>
</ul>

<p><strong>Support</strong><br>
You can support the project on Patreon (monthly donations, <a href="https://www.patreon.com/Increments" rel="nofollow">https://www.patreon.com/Increments</a>) or  Ko-fi (one time donation, <a href="https://ko-fi.com/increments" rel="nofollow">https://ko-fi.com/increments</a>). Thank you! </p>

<p>How much explaining could a universal explainer explain if a universal explainer could explain explaining? Tell us at <a href="mailto:incrementspodcast@gmail.com" rel="nofollow">incrementspodcast@gmail.com</a>. </p><p><a rel="payment" href="https://www.patreon.com/Increments">Support Increments</a></p>]]>
  </itunes:summary>
</item>
  </channel>
</rss>
