#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