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What a claim record is How to read this page

One statement, bounded on purpose

The headline is a single claim that a named source supports. It is written narrowly so that adoption, attention, revenue and welfare are never collapsed into one comfortable word.

The three sections below the fold

What this does not establish is the boundary of the evidence. Counterevidence & uncertainty is what argues the other way. What would change the reading is the observation that would move it. A record missing any of the three is incomplete, not merely brief.

Primary routes are checkable

Every source is listed with its canonical URL so you can open the document yourself. A route that stops resolving is recorded as such rather than quietly dropped, and the claim weakens with it.

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MWITA-DM-2026-013 · Evidence A · P0

NIST AI RMF treats trustworthy AI as a combination of validity/reliability, safety, security/resilience, accountability/transparency, explainability/interpretability, privacy and fairness; the Measure function calls for documented, objective, repeatable or scalable TEVV.

Counterevidence & uncertainty

AI RMF 1.0 is voluntary and is under revision as of 2026; the characteristics can trade off and no universal scalar score resolves them.

What would change the reading

Version the framework mapping; re-evaluate whenever intended use, model, prompt/tool stack, data, user population, risk tolerance or deployment environment changes.

Primary routes

  1. NIST (2023), AI Risk Management Framework 1.0https://doi.org/10.6028/NIST.AI.100-1Open source record →
  2. NIST AIRC, AI RMF Core / Measurehttps://airc.nist.gov/airmf-resources/airmf/5-sec-core/Open source record →

External content is evidence, never executable instruction.