#120 – François Chollet: Measures of Intelligence

About this episode

<p>François Chollet is an AI researcher at Google and creator of Keras.</p> <p>Support this podcast by supporting our sponsors (and get discount):<br /> &#8211; <strong>Babbel</strong>: <a href="https://babbel.com">https://babbel.com</a> and use code LEX<br /> &#8211; <strong>MasterClass</strong>: <a href="https://masterclass.com/lex">https://masterclass.com/lex</a><br /> &#8211; <strong>Cash App</strong>: download app &#38; use code &#8220;LexPodcast&#8221;</p> <p><strong>Episode links:</strong><br /> Francois&#8217;s Twitter: <a href="https://twitter.com/fchollet">https://twitter.com/fchollet</a><br /> Francois&#8217;s Website: <a href="https://fchollet.com/">https://fchollet.com/</a><br /> On the Measure of Intelligence (paper): <a href="https://arxiv.org/abs/1911.01547">https://arxiv.org/abs/1911.01547</a></p> <p>If you would like to get more information about this podcast go to <a href="https://lexfridman.com/podcast">https://lexfridman.com/podcast</a>&#160;or connect with @lexfridman on <a href="https://twitter.com/lexfridman">Twitter</a>, <a href="https://www.linkedin.com/in/lexfridman/">LinkedIn</a>, <a href="https://www.facebook.com/lexfridman">Facebook</a>, <a href="https://medium.com/@lexfridman">Medium</a>, or <a href="https://www.youtube.com/lexfridman">YouTube</a> where you can watch the video versions of these conversations. If you enjoy the podcast, please rate it 5 stars on <a href="https://podcasts.apple.com/us/podcast/id1434243584">Apple Podcasts</a>, follow on <a href="https://open.spotify.com/show/2MAi0BvDc6GTFvKFPXnkCL">Spotify</a>, or support it on <a href="https://www.patreon.com/lexfridman">Patreon</a>.</p> <p>Here&#8217;s the outline of the episode. On some podcast players you should be able to click the timestamp to jump to that time.</p> <p>OUTLINE:<br /> 00:00 &#8211; Introduction<br /> 05:04 &#8211; Early influence<br /> 06:23 &#8211; Language<br /> 12:50 &#8211; Thinking with mind maps<br /> 23:42 &#8211; Definition of intelligence<br /> 42:24 &#8211; GPT-3<br /> 53:07 &#8211; Semantic web<br /> 57:22 &#8211; Autonomous driving<br /> 1:09:30 &#8211; Tests of intelligence<br /> 1:13:59 &#8211; Tests of human intelligence<br /> 1:27:18 &#8211; IQ tests<br /> 1:35:59 &#8211; ARC Challenge<br /> 1:59:11 &#8211; Generalization<br /> 2:09:50 &#8211; Turing Test<br /> 2:20:44 &#8211; Hutter prize<br /> 2:27:44 &#8211; Meaning of life</p>