An open standard for logging AI reasoning decisions — value, evidence, and source hierarchies — as structured one-line codes, for regulatory compliance and behavioral auditability.

Authority Stack Benchmark Suite — measuring AI Integrity across 4 layers: Normative, Epistemic, Source, and Data Authority