A governed cycle of hypothesis generation, experimental validation, and theory revision. Upload datasets, and QARIN will autonomously formulate testable claims, run statistical validation, and evolve its knowledge graph. Each hypothesis is scored by the manifold enrichment system for cross-domain insights.