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#120 – François Chollet: Measures of Intelligence

Lex Fridman Podcast

Conversations about science, technology, history, philosophy and the nature of intelligence, consciousness, love, and power. Lex is an AI researcher at MIT and beyond.

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
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- 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

François Chollet is an AI researcher at Google and creator of Keras.
Support this podcast by supporting our sponsors (and get discount): 
– Babbel: <a href="https://babbel.com">https://babbel.com</a> and use code LEX 
– MasterClass: <a href="https://masterclass.com/lex">https://masterclass.com/lex</a> 
– Cash App: download app & use code “LexPodcast”
Episode links: 
Francois’s Twitter: <a href="https://twitter.com/fchollet">https://twitter.com/fchollet</a> 
Francois’s Website: <a href="https://fchollet.com/">https://fchollet.com/</a> 
On the Measure of Intelligence (paper): <a href="https://arxiv.org/abs/1911.01547">https://arxiv.org/abs/1911.01547</a>
If you would like to get more information about this podcast go to <a href="https://lexfridman.com/podcast">https://lexfridman.com/podcast</a> 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>.
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

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#120 – François Chollet: Measures of Intelligence

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