H33-74Chain-Portable Evidence
"Model provider change loses the audit trail for every prior decision the model made."
Every AI decision survives the model and the provider.
01
EU AI Act Article 12 logging built in
Each inference, classification, and agent action emits a logging entry that satisfies Article 12 automatic logging. Article 14 oversight events and Article 17 quality management actions also produce proofs.
02
Agent action attestation per tool call
Every tool invocation, every decision an agent takes on a user's behalf, every escalation produces a verifiable proof. Agent activity becomes audit-grade.
03
Model-portable decision evidence
Change models, change providers. The audit trail of every prior decision stays verifiable independent of the model that produced it.
04
RLHF judgment provenance
Every preference judgment in human feedback emits a proof. The reward model's training history is auditable for years after the model has been replaced.
H33-74 · Post-Quantum Evidence