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Evercursion

Every architectural claim has to survive contact with experiment. Here we publish our papers, benchmark evaluations, system boundaries, and the ideas that failed along the way.

How we work

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.

100+

experiments across models, tasks, and architectures

6

public reasoning & agentic benchmark suites

Open

foundational papers, evaluations, and selected code published openly

ExploreToMHi-ToMGPQA DiamondBIG-Bench HardMMLU-ProSTATE-Bench

Evaluated on

If you want to scrutinize a result, run a joint evaluation, or meet the people behind the work:

Get in touchMeet the team