some essays & articles I find worth reading
math & ml
- An Intuitive Introduction to Flow-Based Language Generation — Floor Eijkelboom, 2026Good introduction to flow matching for language models.
- Making Deep Learning Go Brrrr From First Principles — Horace He, 2022
- Musings on typicality — Sander Dieleman, 2020Money Quote: 'higher likelihood doesn't always mean better in a way that we actually care about' - probability distributions behave counterintuitively in high dimensions.
essays
- The machines are fine. I'm worried about us. — Minas Karamanis, 2026
- Laws of Tech: Commoditize Your Complement — Gwern, 2018
- The Tail End — Tim Urban, 2015
- Brain Time — David M. Eagleman, 2009
ai news
Recent news and discussions about AI and deep learning, using a shared database with Sebastian — feel free to contribute using your GitHub account.