Self-regulating leaderboard auto-certifies AI training runs, submitters bear the cost

pratyusha_PS · x · 2026-10-02

The author describes a self-regulating leaderboard of "auto-certified" training runs: no single entity has to certify everything, and whoever submits a paper or run bears the verification cost. Every certified run becomes a reusable baseline. The system is open for trial and the team is soliciting community feedback, aiming to decentralize validation of AI research claims.

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