#120 – François Chollet: Measures of Intelligence

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