AlphaGo beating Lee Sedol at Go: https://en.wikipedia.org/wiki/AlphaGo_versus_Lee_Sedol

OpenAI Five: https://openai.com/blog/openai-five/

Taylor series/expansions video from 3Blue1Brown: https://www.youtube.com/watch?v=3d6DsjIBzJ4

Physicist Max Tegmark: https://en.wikipedia.org/wiki/Max_Tegmark

Tegmark’s great talk on connections between physics and deep learning (which formed much of the inspiration for this conversation): https://www.youtube.com/watch?v=5MdSE-N0bxs

Universal Approximation Theorem: https://en.wikipedia.org/wiki/Universal_approximation_theorem

A refresher on “Map vs. Territory”: https://fs.blog/2015/11/map-and-territory/

Ada Lovelace (who worked on Babbage’s Analytical Engine): https://en.wikipedia.org/wiki/Ada_Lovelace

Manifolds and their topology: http://colah.github.io/posts/2014-03-NN-Manifolds-Topology/

Binary trees: https://en.wikipedia.org/wiki/Binary_tree

Markov process: http://mathworld.wolfram.com/MarkovProcess.html

OpenAIs GPT-2: https://openai.com/blog/better-language-models/

Play with GPT-2 in your browser here: https://talktotransformer.com/

Lex Fridman’s MIT Artificial Intelligence podcast: https://lexfridman.com/ai/

The Scientific Odyssey podcast: https://thescientificodyssey.libsyn.com/