Shared standards

A community for evidence, not hype cycles.

The community program centers benchmark proposals, responsible disclosure, reproducibility, developer support, and carefully moderated challenges.

01

Contribute

Propose use cases, test scenarios, failure reports, and documentation improvements.

02

Challenge

Dispute evidence through a recorded, fair, and abuse-resistant process.

03

Recognize

Credit benchmark and research contributions with clear provenance.

Stay informed

Receive controlled-launch updates.

Continue exploring

Make the next decision with the evidence in view.

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