startshere
.si
Guide
Journal
Glossary
Tools
Manifesto
About
Subscribe
Resources
Where to learn, read and keep score.
A short list, chosen for staying power. Every link opens the source in a new tab.
Learn
Practical Deep Learning for Coders
fast.ai's free course for people who can already code.
Neural Networks: Zero to Hero
Andrej Karpathy builds networks from scratch in Python.
Hugging Face Learn
Free courses on language models, vision, agents and more.
Deep Learning
The Goodfellow, Bengio and Courville textbook, free online.
Research
arXiv: Artificial Intelligence
New preprints in cs.AI, updated on weekdays.
Transformer Circuits Thread
Anthropic's interpretability research on how language models compute.
The Bitter Lesson
Rich Sutton's 2019 essay on why general methods win.
Safety
AI Alignment Forum
Community blog for technical alignment research.
AISafety.info
Plain answers to common questions about risks from advanced AI.
METR
Evaluates frontier models for capabilities and risks.
Keep score
Stanford AI Index
Annual report tracking AI progress, economics and policy.
Epoch AI
Research institute following the trends that shape AI's trajectory.
Our World in Data: AI
Charts and articles on where AI is and where it is heading.