The Paradox of Neural Networks

4min Snip

00:00

Play full episode

Summary

Transcript

Episode notes

I often return to game of life and just look at the things they can do with such a small you know tools that from simple rules a distributed system can create complex behavior. It makes you wonder that maybe the thing we'll call computation is simple at the base layer but when you start looking at greater and greater layers of abstraction you zoom out with blurry vision. I don't know if anyone has a good answer a good model of why stuff emergeswhy complexity emerges from a lot of simple things it's a why question, he says.

Edward Frenkel is a mathematician at UC Berkeley working on the interface of mathematics and quantum physics. He is the author of Love and Math: The Heart of Hidden Reality. Please support this podcast by checking out our sponsors:
– House of Macadamias: https://houseofmacadamias.com/lex and use code LEX to get 20% off your first order
– Shopify: https://shopify.com/lex to get free trial
– ExpressVPN: https://expressvpn.com/lexpod to get 3 months free

EPISODE LINKS:
Edward’s Website: https://edwardfrenkel.com
Edward’s Book – Love and Math: https://amzn.to/40Bgxh0
Edward’s Twitter: https://twitter.com/edfrenkel
Edward’s YouTube: https://youtube.com/edfrenkel
Edward’s Instagram: https://instagram.com/edfrenkel

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/
YouTube Full Episodes: https://youtube.com/lexfridman
YouTube Clips: https://youtube.com/lexclips

SUPPORT & CONNECT:
– Check out the sponsors above, it’s the best way to support this podcast
– Support on Patreon: https://www.patreon.com/lexfridman
– Twitter: https://twitter.com/lexfridman
– Instagram: https://www.instagram.com/lexfridman
– LinkedIn: https://www.linkedin.com/in/lexfridman
– Facebook: https://www.facebook.com/lexfridman
– Medium: https://medium.com/@lexfridman

OUTLINE:
Here’s the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time.
(00:00) – Introduction
(05:54) – Mathematics in the Soviet Union
(16:05) – Nature of reality
(27:23) – Scientific discoveries
(40:45) – Observing reality
(56:57) – Complex numbers
(1:05:42) – Imagination
(1:13:33) – Pythagoreanism
(1:21:28) – AI and love
(1:34:07) – Gödel’s Incompleteness Theorems
(1:54:32) – Beauty in mathematics
(1:59:02) – Eric Weinstein
(2:20:57) – Langlands Program
(2:27:36) – Edward Witten
(2:30:41) – String theory
(2:36:10) – Theory of everything
(2:45:03) – Mathematics in academia
(2:50:30) – How to think
(2:56:16) – Fermat’s Last Theorem
(3:11:07) – Eric Weinstein and Harvard
(3:18:32) – Antisemitism
(3:38:45) – Mortality
(3:46:42) – Love