Jonathan Koch

Videos I Like

Andrej Karpathy — Spelled-Out Intro to Neural Networks

This well-crafted video details how neural networks "learn" at large scales.

Yann LeCun — Unsupervised Learning and Energy-Based Models

Introduction to energy-based models.

Andrej Karpathy — Transformers

Beautiful explanation of how Transformers learn graph-based representations of data.

Ilya Sutskever — Meta Learning at MIT

Gives intuition on how Reinforcement Learning works, and how meta learning kinda works :D

The Art of Code

A must-watch for anyone with any insight into the beauty of mathematics.

Scott Aaronson on Lex Fridman — Computational Complexity Theory

Scott Aaronson's intuition and contribution to our understanding of complexity is beautiful.

DeepMind — Attention in Neural Networks

Details importance and provides perspective into how researchers captured the phenomenon of attention in neural networks.

Kanye West — Pink Matter (AI Cover)

Best AI-generated music I have found to date!