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Regulation

As explained in Introduction to Generative AI, Second Edition

A regulation is a binding rule issued or established by a governmental authority to control conduct or activities.

A regulation is a binding rule established by governmental authority to control conduct or activities. For artificial intelligence, regulation is presented as a necessary response to privacy risks, adversarial misuse, economic disruption, and harms that may be difficult to anticipate. section 10.34

Regulation differs from voluntary corporate commitments. Seven leading AI companies agreed to pursue safety, cybersecurity, and transparency, but vague, nonbinding terms provided little accountability for noncompliance. Voluntary standards may encourage innovation, yet government oversight can supply monitoring and enforcement when self-governance is insufficient. section 10.32

From industry rules to public oversight

Seventeenth-century trader collectives used shared ethics rules and reputational pressure to monitor members. Over time, effective standards, monitoring, and enforcement shifted toward cooperation with third parties such as governments, illustrating one possible path from self-governance to formal regulation. section 10.32

How Introduction to Generative AI, Second Edition covers it

How deep it goes
Contrasts binding oversight with voluntary commitments and self-governance, but does not detail legal mechanisms or specific statutes.
Examples
Uses an AI-company agreement and seventeenth-century trader collectives to compare voluntary standards with government oversight.
What you can do after
Evaluate how voluntary commitments, industry standards, and government enforcement distribute responsibility for managing AI risks.
How it connects
Connects regulation with self-governance, AI safety, cybersecurity, transparency, innovation, data privacy, and adversarial misuse.

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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.