#research
Wiki 3
- Nautilus Grammar-based coverage-guided fuzzer; uses tree mutations on context-free grammars to produce structurally valid inputs that survive front-end parsing
- The ATOM Report: Measuring the Open Language Model Ecosystem Lambert and Brand's 2026 adoption study of ~1.5K open models - China passed the US in downloads in mid-2025, Qwen dominates, plus a size-normalized metric
- Why I build open language models Nathan Lambert's 2024 case for fully open LLMs beyond Meta's self-interest, and what building them at Ai2 looks like day to day
Books 1
- Readings in Database Systems (5th ed., the Red Book) The Red Book — annotated database-papers reading list with the editors' framing essays