How deeply does Introduction to Generative AI, Second Edition cover ai governance framework?

Defines the governance rationale and names voluntary practices, but stops short of procedural implementation details.

Ai governance framework

As explained in Introduction to Generative AI, Second Edition

An AI governance framework is an organized structure of rules, principles, responsibilities, and oversight processes for governing artificial-intelligence systems.

An AI governance framework organizes rules, principles, responsibilities, and oversight for developing and using artificial-intelligence systems. It aims to ensure that productivity benefits and agentic capabilities are matched by safeguards against misuse, concentrated power, social harm, and unsafe delegation of decisions. section 10.33

A responsible framework brings together:

Standards, guidance, protocols, and principles for conscientious design. section 10.33
Regulation of AI development, effects, and surrounding safeguards. section 10.33
A balance between technological enthusiasm, human expertise, and concerns about unequal gains or existential risk. section 10.33

How Introduction to Generative AI, Second Edition covers it

Cover of Introduction to Generative AI, Second Edition

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Related concepts

transparencyhas part · Transparency is the degree to which underlying content is visible through an element or relevant information, processes, and decisions are accessible and understandable to observers.
human-in-the-loophas part · Human-in-the-loop is a system pattern in which people provide input, judgment, review, or intervention within an automated process.
accountabilityhas part · Accountability is the obligation to answer for decisions, actions, and their consequences, including by explaining and taking responsibility for them.
AI-specific governanceincludes · AI governance is the set of policies, processes, controls, and oversight mechanisms for directing and managing the development and use of artificial-intelligence systems.

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.