François Chollet: Measures of Intelligence | Lex Fridman Podcast #120

ℹ️ EPISODE INFO

Released

August 31, 2020

Duration

2h 34m

Channel

Lex Fridman Podcast

Watch on YouTube

▶ Open ↗

📝 EPISODE DESCRIPTION

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 PODCAST INFO: Podcast website: https://lexfridman.com/podcast Apple Podcasts: https://apple.co/2lwqZIr Spotify: https://spoti.fi/2nEwCF8 RSS: https://lexfridman.com/feed/podcast/ Full episodes playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4 Clips playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOeciFP3CBCIEElOJeitOr41 OUTLINE: 0:00 - Introduction 5:04 - Early influence 6:23 - 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 CONNECT:

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🎤 SPEAKERS

• Lex Fridman

  host

• François Chollet

  guest

• Narrator

  other

🧾 EPISODE SUMMARY

In this episode of Lex Fridman Podcast, featuring Lex Fridman and François Chollet, François Chollet: Measures of Intelligence | Lex Fridman Podcast #120 explores françois Chollet Redefines Intelligence, Critiques Deep Learning’s True Limits Lex Fridman and François Chollet discuss what intelligence really is, arguing it should be defined as the *efficiency of acquiring new skills in novel situations*, not the accumulation of skills themselves.

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