lab notes

1. 01How ATLAS is built in the open, and how to take part→oct 2026
2. 02How we handle security reports and vulnerability disclosure→oct 2026
3. 03How best-of-K sampling works for LLM code generation→oct 2026
4. 04The geometric lens: can hidden states spot broken code?→oct 2026
5. 05Test-time scaling for LLMs: history, methods and limits→oct 2026
6. 06What a passing test proves about AI-generated code→oct 2026