How deeply does Introduction to Generative AI, Second Edition cover NIST AI Risk Management Framework?

Identifies the framework, release date, and reaffirmed principles, but leaves implementation details unspecified.

NIST AI Risk Management Framework

As explained in Introduction to Generative AI, Second Edition

The AI Risk Management Framework is a NIST framework for managing risks throughout the design, development, deployment, and use of artificial-intelligence systems.

The NIST AI Risk Management Framework (AI RMF) is a United States framework for managing risks across the design, development, deployment, and use of artificial-intelligence systems. Released on January 26, 2023, it reaffirmed principles associated with responsible AI. section 10.29

The framework sits between broad principles and detailed regulation. Its surrounding policy language supports ideas such as meaningful, technically valid explanations calibrated to risk, but leaves implementation details uncertain. Its policy standing also changed when the executive order preceding it and the framework were later disavowed. section 10.29

How Introduction to Generative AI, Second Edition covers it

Cover of Introduction to Generative AI, Second Edition

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Related concepts

riskconfigures · Risk is the possibility and potential impact of an adverse outcome arising from uncertainty.
AI Principlesuses · AI Principles are a set of principles governing the development and application of artificial-intelligence systems.
risk managementkind of · Risk management is the systematic process of identifying, assessing, and addressing uncertainties that could cause harm or affect objectives, assets, operations, or outcomes.

This explainer was generated by Manning's knowledge graph from the text of Introduction to Generative AI, Second Edition. The section links point to the parts of the book it draws on.