Open Weights Need Open Evidence

A genuinely useful open model release should include training documentation, evaluation code, known failures, dependency versions, and reproducible safety tests—not weights alone. Open evidence lets communities decide whether a model is appropriate, compare forks, and improve safeguards without inheriting hidden claims.