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#472 – Terence Tao: Hardest Problems in Mathematics, Physics & the Future of AI

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#472 – Terence Tao: Hardest Problems in Mathematics, Physics & the Future of AI

Lex Fridman Podcast

Jun 15
Lex Fridman Podcast

Lex Fridman Podcast

Jun 15
OverviewShownoteHighlightsTranscriptChaptersPins

Shownote

Terence Tao is widely considered to be one of the greatest mathematicians in history. He won the Fields Medal and the Breakthrough Prize in Mathematics, and has contributed to a wide range of fields from fluid dynamics with Navier-Stokes equations to mathematical physics & quantum mechanics, prime numbers & analytics number theory, harmonic analysis, compressed sensing, random matrix theory, combinatorics, and progress on many of the hardest problems in the history of mathematics. Thank you for listening ❤ Check out our sponsors: https://lexfridman.com/sponsors/ep472-sc See below for timestamps, transcript, and to give feedback, submit questions, contact Lex, etc. Transcript: https://lexfridman.com/terence-tao-transcript CONTACT LEX: Feedback - give feedback to Lex: https://lexfridman.com/survey AMA - submit questions, videos or call-in: https://lexfridman.com/ama Hiring - join our team: https://lexfridman.com/hiring Other - other ways to get in touch: https://lexfridman.com/contact EPISODE LINKS: Terence's Blog: https://terrytao.wordpress.com/ Terence's YouTube: https://www.youtube.com/@TerenceTao27 Terence's Books: https://amzn.to/43H9Aiq SPONSORS: To support this podcast, check out our sponsors & get discounts: Notion: Note-taking and team collaboration. Go to https://notion.com/lex Shopify: Sell stuff online. Go to https://shopify.com/lex NetSuite: Business management software. Go to http://netsuite.com/lex LMNT: Zero-sugar electrolyte drink mix. Go to https://drinkLMNT.com/lex AG1: All-in-one daily nutrition drink. Go to https://drinkag1.com/lex OUTLINE: (00:00) - Introduction (00:36) - Sponsors, Comments, and Reflections (09:49) - First hard problem (15:16) - Navier–Stokes singularity (35:25) - Game of life (42:00) - Infinity (47:07) - Math vs Physics (53:26) - Nature of reality (1:16:08) - Theory of everything (1:22:09) - General relativity (1:25:37) - Solving difficult problems (1:29:00) - AI-assisted theorem proving (1:41:50) - Lean programming language (1:51:50) - DeepMind's AlphaProof (1:56:45) - Human mathematicians vs AI (2:06:37) - AI winning the Fields Medal (2:13:47) - Grigori Perelman (2:26:29) - Twin Prime Conjecture (2:43:04) - Collatz conjecture (2:49:50) - P = NP (2:52:43) - Fields Medal (3:00:18) - Andrew Wiles and Fermat's Last Theorem (3:04:15) - Productivity (3:06:54) - Advice for young people (3:15:17) - The greatest mathematician of all time PODCAST LINKS: - Podcast Website: https://lexfridman.com/podcast - Apple Podcasts: https://apple.co/2lwqZIr - Spotify: https://spoti.fi/2nEwCF8 - RSS: https://lexfridman.com/feed/podcast/ - Podcast Playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4 - Clips Channel: https://www.youtube.com/lexclips

Highlights

This podcast features a deep dive into the world of mathematics with Terence Tao, one of the most celebrated mathematicians in history. Known for his groundbreaking work across various mathematical fields, Tao discusses complex problems, the nature of reality, and the evolving role of AI in mathematics.
00:43
Offloading memorization to computers can free the brain for deeper reasoning
12:38
Waves can exhibit both particle and wave behavior, focusing sharply to create singularities.
29:19
Building fluid circuits by constructing complex non-linearities for energy transfer.
35:31
The Game of Life inspires exploration of Navier-Stokes equations.
44:57
Infinity poses challenges but can be finitized for intuition.
50:28
AI can enhance the experimental component of mathematics
1:03:08
Mathematicians are categorized as 'foxes' or 'hedgehogs' based on their approach.
1:22:05
Progress can occur even when starting from incorrect hypotheses.
1:24:45
Imagined being a scalar field to find coordinate change for linear behavior
1:28:31
AI simplifies coding, reducing function-plotting time from hours to minutes.
1:34:30
Formalized proofs make updates easier and parts more readable.
1:44:48
Equational Theories Project aims to determine which algebraic laws imply others through proofs or counterexamples.
1:54:54
AI performs better on numerical problems due to clear reinforcement learning signals.
1:56:54
AI-generated proofs can seem flawless but often contain subtle and stupid errors.
2:06:39
By 2026, AI may collaborate with mathematicians on Fields Medal-winning proofs.
2:19:12
Perelman transformed the problem from super-critical to critical by introducing new quantities.
2:32:04
The Twin Prime Conjecture tests if primes behave like a random set.
2:45:46
Statistically, about 90% of inputs would drift down to a much smaller value.
2:49:50
Solving P = NP positively could solve many other problems.
2:52:43
Grigori Perelman declined both the Fields Medal and the Millennium Prize.
3:03:05
Mathematicians value collaboration, tenacity, and fearlessness over secret work.
3:04:15
Humans don't have an innate math center; they repurpose brain areas for math.
3:12:43
Mathematicians need to engage in AI and formal proof assistant projects to advance the field.
3:18:05
Humans are already augmented by technologies like language, and the mathematical community is a super-intelligent entity.

Chapters

Introduction
00:00
Sponsors, Comments, and Reflections
00:36
First hard problem
09:49
Navier–Stokes singularity
15:16
Game of life
35:25
Infinity
42:00
Math vs Physics
47:07
Nature of reality
53:26
Theory of everything
1:16:08
General relativity
1:22:09
Solving difficult problems
1:25:37
AI-assisted theorem proving
1:29:00
Lean programming language
1:41:50
DeepMind's AlphaProof
1:51:50
Human mathematicians vs AI
1:56:45
AI winning the Fields Medal
2:06:37
Grigori Perelman
2:13:47
Twin Prime Conjecture
2:26:29
Collatz conjecture
2:43:04
P = NP
2:49:50
Fields Medal
2:52:43
Andrew Wiles and Fermat's Last Theorem
3:00:18
Productivity
3:04:15
Advice for young people
3:06:54
The greatest mathematician of all time
3:15:17

Transcript

Lex Fridman: The following is a conversation with Terence. Tao, widely considered to be one of the greatest mathematicians in history, often referred to as the Mozart of math. He won the Fields Medal and the Breakthrough Prize in Mathematics and has contri...