maha research · governed federation

Benchmark Design — Relationships

That a benchmark result holds for the conditions it was measured under, and that limits on generalising beyond those conditions are themselves to be documented.

Active canonical release · fedrelease_ceecfc631ea176bf7da1db657ec31664 · exact revision sha256:94f41d66af5ad74e96e9342c785007d6f7b0c182622597a04cfc4b2ce1c0dd3b

answer

Direct answer

That a benchmark result holds for the conditions it was measured under, and that limits on generalising beyond those conditions are themselves to be documented.

method

Answer contract

Apply the relationships lens only to the exact inspected source scope; do not infer authority from adjacent topics.

evidence

Evidence and exact locators

Inspected source 1 — MEASURE 2.3 and 2.5 — measurement under deployment-like conditions; limits of generalisability.. Supports: The bounded scope recorded in the reviewed specification.

limitations

What the evidence does not establish

A specification is not a route, a release, or a public page.

rights

Rights and reuse

Rights basis recorded in the reviewed specification; link and bounded original paraphrase only.

relationships

Dependencies and related concepts

applies-to: urn:maha:concept:evidence:benchmark-design

governed-by: urn:maha:concept:governance

evidence-for: urn:maha:concept:evidence

bounded answers

Questions this page can answer

What does NIST AI Risk Management Framework (AI RMF 1.0), NIST AI 100-1 state about benchmark-design?

That a benchmark result holds for the conditions it was measured under, and that limits on generalising beyond those conditions are themselves to be documented.

Which exact locator in that source supports the claim on this page?

Inspected source 1, MEASURE 2.3 and 2.5 — measurement under deployment-like conditions; limits of generalisability.

What does this source explicitly not establish about benchmark-design?

A specification is not a route, a release, or a public page.

Which canonical definition does this route depend on, and where is it owned?

applies-to: urn:maha:concept:evidence:benchmark-design governed-by: urn:maha:concept:governance evidence-for: urn:maha:concept:evidence

What would have to be inspected before this page could claim more than it does?

A source, locator, rights, scope, boundary, dependency, implementation, or release change requires a new exact-revision review.