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The NIST AI framework remains a useful risk-management lens

NIST’s voluntary framework offers a shared structure for managing AI risks across a system’s life.

PromptWireUnited States2 min read2023-01-26
EDITORIALThe NIST AI framework remains a useful risk-management lens

In this story

The quick read

  • A shared structure can help teams connect technical findings to accountable decisions.
  • Describe the intended use, identify important failure modes and decide how they will be measured.

The framework in context

NIST released AI Risk Management Framework 1.0 in January 2023 and a generative AI profile in July 2024. The framework is intended for voluntary use in the design, development, use and evaluation of AI systems. Its core functions—Govern, Map, Measure and Manage—organise work that continues throughout deployment.

What a framework can do

A shared structure can help teams connect technical findings to accountable decisions. It does not certify a product or eliminate uncertainty. The usefulness comes from applying it to a real system, with named owners and evidence about the people and processes affected.

How to begin

Describe the intended use, identify important failure modes and decide how they will be measured. Record which risks are accepted, mitigated or escalated, then revisit the assessment when the system changes. Use NIST’s official resources to select practices appropriate to the context.

Sources & notes

AI-assisted editorial content checked against the linked sources.

nist.gov — official reference

Sources reviewed for the September 2026 launch edition.

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