Multi-gate AI research verification system that audits hypotheses, citations, experiments, results, and logic fallacies in AI-generated research to prevent hallucinations, citation fabrication, and methodological errors

Research Artifact Stress-Testing Engine — five-campaign adversarial validation producing weakness-annotated verification reports

Synthetic research-bias validation toolkit for systematic trading research.