EU AI Act Article 43 allows most Annex III systems to use the
internal-control conformity assessment procedure — self-assessment. The law
permits the route; what has been missing is credible self-assessment evidence.
What credible self-assessment looks like
Frozen harness — the tests are published before the run, so the run cannot be tuned to pass.
Deterministic execution — pinned seeds, published splits, confidence intervals on every figure.
Signed artefacts — Ed25519-signed result records a third party can verify without trusting us.
Corpus-watch — when the provision text changes, the affected measurements re-fire. Self-assessment that goes stale is not assessment.
Notified bodies remain legally required for some conformity routes, and nothing here is
legal advice. We make the evidence layer cheaper and verifiable; auditors and counsel stay
auditors and counsel.