100+
experiments across models, tasks, and architectures
Ideas are argued in the open, and the strongest argument wins, not the loudest voice. We would rather kill a promising direction early than defend it out of pride.
Every piece of the architecture has to survive hypothesis, falsification, and refinement before we call it a result. We test the system, not our hopes for it — and failed experiments stay in the record, because they are how a principle earns its place.
experiments across models, tasks, and architectures
public reasoning & agentic benchmark suites
foundational papers, evaluations, and selected code published openly
Evaluated on
If you want to scrutinize a result, run a joint evaluation, or meet the people behind the work: