Answers

Each page starts from a question someone actually has to answer, quotes the document that asks it, and gives a way to answer it that a third party can check. PRML appears once per page, at the end, as an optional standard form; the procedure works without it.

Check a document

Evidence Check: paste an evaluation report, model card or validation summary and get the five checks below answered with verbatim quotes from your text. Free, no sign-up, document not retained.

EU AI Act Article 9(8): check what your test plan already shows about "prior defined metrics and probabilistic thresholds", or create a criteria record whose timing a third party can verify.

Regulators and examiners

• EU AI Act Article 9(8): how do you show the metrics and thresholds were prior defined?
• NAIC AI Risk Evaluation Supplement, Exhibit C field 11: how do you show how the model was validated before deployment?
• NIST AI 300-1, field 6.5: what should a model profile record about evaluation criteria?
• DSA Article 37 audits: where do the audit criteria come from, and when are they fixed?
• Which regulatory frameworks require pre-specified evaluation criteria — and what do they accept as proof?

Concepts

• Reproducible is not pre-registered: what each proves
• Sealed commitment: how do you prove criteria existed without disclosing them?
• Generative AI document review: how can an outside party verify when the prompt criteria were fixed?
• A withheld test set: what does holding it back establish, and what does it not?
• What is PRML?
• Model cards vs pre-registration