Could AI Find Physics We Can’t Understand?
Curt Jaimungal
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Could AI Find Physics We Can’t Understand?
6 781 просмотр · 3 ч назад
Curt Jaimungal
571 тыс. подписчиков
6 781 просмотр · 3 ч назад
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This is a podcast about whether AI could discover the laws of physics before we do. Hirosi Ooguri, chair of Caltech’s Division of Physics, Mathematics and Astronomy, joins for his first English podcast to explain why AI has moved faster in mathematics than in physics. He fears it could solve physics in a way we cannot understand. We discuss why quantum field theory lacks a firm mathematical foundation, quantum gravity as the “final boss,” the swampland distance conjecture he proposed with Cumrun Vafa, and his estimate that, left to humans, verifying string theory could take 2,250 years. The conversation also covers the PhD thesis numbers that turned up in a Mathieu group table twenty years later. What an honor.
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TIMESTAMPS:
00:00 - Measuring Earth in Fifth Grade
06:58 - Why Physics, Not Platonic Math?
12:34 - Nothing Below the Planck Length?
23:15 - Why AI Can't Verify Physics
30:47 - Yang-Mills: Hardest Millennium Problem
36:31 - Why QFT Resists Rigor
46:19 - What If Yang-Mills Fails?
52:35 - Are LLMs Just Grad Students?
01:01:09 - Swampland and AdS/CFT
01:12:57 - Gravity Breaks Wilson's Paradigm
01:21:45 - Will AI Surpass Physicists?
01:26:58 - 2,250 Years to Verify Strings?
01:34:03 - Is String Theory Disappointing?
01:40:27 - Distance Conjecture and Inflation
01:46:24 - Mathieu Moonshine Discovery
01:52:59 - What Would Make Him Quit Strings?
02:02:28 - Days of Blank Paper
LINKS:
Hirosi Ooguri [Caltech PMA]: https://www.pma.caltech.edu/people/hi...
On the Geometry of the String Landscape and the Swampland, Ooguri & Vafa [Paper]: https://arxiv.org/abs/hep-th/0605264
Non-Supersymmetric AdS and the Swampland, Ooguri & Vafa [Paper]: https://arxiv.org/abs/1610.01533
Constraints on Symmetry From Holography, Harlow & Ooguri [Paper]: https://arxiv.org/abs/1810.05337
Continuous Family of CFTs and Exactly Marginal Operators, Komatsu et al. [Paper]: https://arxiv.org/abs/2512.11045
Universal Bounds on CFT Distance Conjecture, Ooguri & Wang [Paper]: https://arxiv.org/abs/2405.00674
Notes on the K3 Surface and the Mathieu Group M24, Eguchi, Ooguri & Tachikawa [Paper]: https://arxiv.org/abs/1004.0956
Exploring the Holographic Entropy Cone via Reinforcement Learning, He, Lee & Ooguri [Paper]: https://arxiv.org/abs/2601.19979
The Holographic Entropy Cone, Bao et al. [Paper]: https://arxiv.org/abs/1505.07839
De Sitter Space and the Swampland, Obied et al. [Paper]: https://arxiv.org/abs/1806.08362
Knot Invariants and Topological Strings, Ooguri & Vafa [Paper]: https://arxiv.org/abs/hep-th/9912123
Topological Lattice Models in Four Dimensions, Ooguri [Paper]: https://arxiv.org/abs/hep-th/9205090
Kodaira-Spencer Theory of Gravity and Exact Results for Quantum String Amplitudes [Paper]: https://arxiv.org/abs/hep-th/9309140
Full reading list for this episode (all 103 sources): https://curtjaimungal.com
Guests do not pay to appear. #science