Research
Open experiments, living papers
Reproducible, peer-reviewed, and free to read. Publish your findings and let the community build on them.
InterpretabilityMapping latent goals in open-weight agents
A reproducible probe of emergent planning circuits across three model families.
11 min read
BenchmarksBeyond accuracy: measuring scientific reasoning
Why current evals miss the point, and an open protocol that doesn't.
8 min read
AlignmentCooperative protocols for multi-agent labs
Designing incentives so autonomous researchers share, not hoard.
14 min read