Resources that I’ve found useful for learning about AI. I’ve heard that if you don’t want to put in the work learning the math to understand DL, then you don’t truely want to understand DL. Also, there is a difference between wanting to learn DL/ML/AI etc, and wanting to learn how to apply the applications of DL/ML/AI. The latter can likely be accomplished by spending a day grokking Vercel’s AI API or readings from “AI Engineering Summit”. There’s nothing wrong with that of course, but here’s a list of resources that might help with learning the how behind AI.

Safety

• AI Safety Fundementals
• AI Governance Fundementals
• MIRI Research
• Best Textbooks
• AA Forum Field Guide

”Tech”

• DL Course
• Understanding Deep Learning
• CS 4780 (Cornell)
• 6.S191 (MIT)
• NN: Zero to Hero
• Fast AI
• Little Book of Deep Learning
• Understanding LLMs
• Math for DL
• Intro DL

Misc

Podcasts

• Latent space
• No priors