List of High-Signal Learning Materials

I read a lot; this is a list of best essays/blogs/videos/articles that I've come across.

1. AI & ML The Transformer Model, Explained Understanding Different Cross Entropy Loss The Illustrated AlphaFold | matmols ML for protein structure prediction: AlphaFold2 architecture - YouTube The case for AGI by 2030 - 80,000 Hours Voice AI & Voice Agents | An Illustrated Primer Designing a robust reward function for FutureHouse’s ether0 model MOCs for learning AI/ML: 4-stage roadmap , ML Resources MOC , LLMs Visually Explained , Intro to Transformers The 2025 AI Engineering Reading List - Latent Space AI-Enabled Coups: How a Small Group Could Use AI to Seize Power Getting Started in Materia

saved by

• Aileen Luo
• Jason Hausenloy

related reading

• Study Guide — LessWronglesswrong.com
• GenAI Handbookgenai-handbook.github.io
• As Rocks May Think | Eric Jangevjang.com
• GitHub - louisfb01/start-machine-learning: A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2026 without ANY background in the field and stay up-to-date with the latest news and state-of-the-argithub.com
• How Might We Learn?andymatuschak.org
• The Best Way to Use AI for Learningsheracaolity.ghost.io
• aman.ai • the art of artificial intelligenceaman.ai
• A woefully incomplete guide to technical upskillingjason.ml
• How to get from high school math to cutting-edge ML/AI: a detailed 4-stage roadmap with links to the best learning resources that I’m aware of.justinmath.com
• Understanding Deep Learningudlbook.github.io
• The 2025 AI Engineering Reading List - Latent.Spacelatent.space
• Andrej Karpathy — AGI is still a decade awaydwarkesh.com