Public showcase for a fail-closed molecule identity, metadata consistency, and claim-boundary audit framework.
Audit-clean bilingual public checkpoint for Deep Origin Theory: source-governed gravitation/cosmology, bounded MOND/QUMOND court, G4 crossing object, and verification support.
A fully reproducible audit of public Hubble-tension inference, integrating frozen authorities, cross-season validation, claim–evidence traceability, and offline numerical reproduction.
Theory-to-experiment lab for search stability in long-running agents under finite context, with exact simulator tests and lightweight mechanistic probe tasks.
Bio-Audit: Scientific Decision CI for Bioinformatics AI Agents — 文献锚定规则引擎，对 AI 生信 Agent 的方法学决策逐步骤审计（lint/benchmark/reward）
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