Yang-Hui He: Why AI Will Permanently Transform How Math Is Done

Yang-Hui He explains how machine learning is reshaping mathematics from string theory to topology. He discusses the interplay of computation and theory, and highlights new approaches that could change how mathematicians discover proofs.- 00:00 - String Theory & Mathematics- 10:54 - How Does One Do Mathematics?- 16:28 - Computers & Mathematics- 20:04 - Bottom-Up Mathematics- 28:44 - Meta-Mathematics- 46:17 - Top-Down Mathematics- 55:22 - Pattern Recognition- 01:01:30 - Platonic Data- 01:07:15 - A Classic Problem Since 1736- 01:17:38 - Classical Results for Reimann Surface- 01:22:29 - Manifolds- 01:26:52 - Superstring Theory- 01:30:45 - When Physics Meets Math- 01:43:01 - Progress in String Theory- 01:45:45 - Image Processing- 01:59:33 - Episode Recap- 02:12:50 - OutroSPONSORS:- I personally subscribe to The Economist. TOE listeners get 35% off the annual subscription. No other podcast has this! https://economist.com/TOEEvery episode days early, ad-free, plus my essays: https://curtjaimungal.substack.com/subscribeRESOURCES:- The Calibi-Yau Landscape (book): https://amzn.to/41XmUi0- Machine Learning (book): https://amzn.to/49YQ42t- Topology and Physics (book): https://amzn.to/4gCcjxr- Yang-Hui He’s recent physics lecture: https://www.youtube.com/watch?v=AhuZar2C55U- Roger Penrose on TOE: https://www.youtube.com/watch?v=sGm505TFMbU- Edward Frenkel’s String Theory discussion on TOE: https://www.youtube.com/watch?v=n_oPMcvHbAc- Edward Frenkel’s lecture on TOE: https://www.youtube.com/watch?v=RX1tZv_Nv4Y- Joseph Conlon and Peter Toit on TOE: https://www.youtube.com/watch?v=fAaXk_WoQqQ- A New Lower Bound For Sphere Packing (article): https://arxiv.org/pdf/2312.10026- Principia Mathematica (book): https://www.amazon.com/Principia-Mathematica-Alfred-North-Whitehead/dp/1603864377/ref=sr_1_5?crid=2ANIKKX6G8KRK&dib=eyJ2IjoiMSJ9.c62w_u2CfXIK6AaEt-QKx6dp22lbkUr17cSyr3O-rltVBjvb8xCrwLWz8CQ6iWjo8rjmeCsSCwPwM_U0T8_InZfz0vEX9UKDWfSa5Oan86o4YwU6F3GdBPz3J2d_hXbLOc-EULawZ47JksUzndhf5q7ydfCMlK9lYKc2XLZQq-6_dHWQSbjYI82e_dcKw9EWp71DPKIZ9v5qvbyP3CnE7gRpN7uPMZpj-lxlo7Wjsl4.iSUZDFr0n-ZlkiADza8yEePerPoxBJRRCLhO0tQm2wU&dib_tag=se&keywords=principia+mathematica&qid=1735580157&s=books&sprefix=principia+ma%2Cstripbooks%2C122&sr=1-5- Tshitoyan’s paper on Nature: https://www.nature.com/articles/s41586-019-1335-8- New Substack! Follow my personal writings and EARLY ACCESS episodes here: https://curtjaimungal.substack.com- Enjoy TOE on Spotify!: https://tinyurl.com/SpotifyTOE- Become a YouTube Member Here: https://www.youtube.com/channel/UCdWIQh9DGG6uhJk8eyIFl1w/join- Support TOE on Patreon: https://patreon.com/curtjaimungal (early access to ad-free audio episodes!)- Crypto: https://nowpayments.io/donation/TOE- Twitter: https://twitter.com/TOEwithCurt- Discord Invite: https://discord.com/invite/kBcnfNVwqs- Subreddit r/TheoriesOfEverything: https://reddit.com/r/theoriesofeverything Theories of Everything with Curt Jaimungal features long-form, technically detailed interviews with leading researchers in physics, mathematics, consciousness, and philosophy, exploring topics at the level of active research. For academics, graduate students, and anyone seeking depth beyond popular science. Learn more about your ad choices. Visit megaphone.fm/adchoices