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Benchmark for statistically valid AI scientist systems, using audit-closed protocols, transparency logs, and sequential inference to prevent false discoveries in autonomous research agents.

Python00Updated 4 days ago

agentic-aiai-agentsai-governanceai-scientistaudit-logautomated-scienceautonomous-researchdeterministic-replaye-processe-valuesoptional-stoppingp-hackingreproducible-scienceresearch-automationscientific-discoveryscientific-machine-learningself-driving-labsequential-inferencestatistical-validitytransparency-log