Regulation
A regulation is a binding rule or requirement established by an authorized body to govern conduct, activities, or operations.
The Art of AI Product Development
A regulation is an authoritative rule or requirement imposed by a governing authority on organizations, products, or activities.
- How it is used
- Positions regulation as both a source of AI opportunities and a constraint to check before product development.
- How deep it goes
- Outlines discovery checks, risk assessment, privacy-by-design, and ongoing audits without detailing individual legal requirements.
- Examples
- Uses mandatory sustainability reporting as an automation opportunity and healthcare recommendations as a high-stakes compliance decision.
- What you can do after
- Practice early compliance checks and continuing audits while validating whether a regulated AI opportunity serves customers.
Read how The Art of AI Product Development explains regulation →
LLMs in Production
A regulation is a rule or legal requirement established by a government or other authority to govern conduct or activities.
- How it is used
- Frames regulation as a production concern for teams turning LLM demonstrations into products used in the real world.
- How deep it goes
- Defines artificial intelligence and discusses liability, jurisdiction, and examples, but stops short of a complete compliance framework.
- Examples
- Uses Utah’s SB-149 Artificial Intelligence Amendments bill and piecewise functions versus LLM agents to clarify regulatory scope.
- What you can do after
- Evaluate potential legal ramifications and regulatory exposure before deploying an LLM product.
Investing for Programmers
Regulation is an enforceable rule or system of rules governing activities, products, or organizations.
- How it is used
- Evaluates regulatory burden as startup risk and checks licensing before monetizing financial advice.
- How deep it goes
- Compares regulated and less-regulated startups and flags licensing checks, but does not detail specific rules or compliance procedures.
- Examples
- Uses mRNA-vaccine biotech, AI messenger platforms, and paid financial advice as regulatory comparisons.
- What you can do after
- Evaluate regulatory exposure and verify local licensing requirements before charging for financial advice.
Data for All
A regulation is a binding rule issued by a public authority to govern conduct or implement and enforce law.
- How it is used
- Frames government regulation as a tool for protecting data rights and directing corporate and public data practices.
- How deep it goes
- Explains regulation’s democratic rationale and economic role, but stops short of legal text, enforcement procedures, or specific regulatory regimes.
- Examples
- Uses public sentiment surveys, Open Data policy, and Google and Facebook advertising revenues as concrete illustrations.
- What you can do after
- Evaluate why public rules may be needed when commercial incentives discourage voluntary changes to data practices.
Introduction to Generative AI, Second Edition
A regulation is a binding rule issued or established by a governmental authority to control conduct or activities.
- How it is used
- Governs AI development and use in response to safety, privacy, misuse, economic, and social risks.
- 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.
Read how Introduction to Generative AI, Second Edition explains regulation →
Related concepts
- style guidecontrasts with · A style guide is a documented set of conventions for consistently formatting, naming, organizing, or presenting source code.
- autonomycontrasts with · Autonomy is the capacity or degree to make decisions and act independently within a defined responsibility or set of limits.
- Digital Markets Actincludes · The Digital Markets Act is a European Union regulation imposing obligations on designated gatekeepers to promote fair and contestable digital markets.
- rulecontrasts with · A rule is an explicitly specified condition, procedure, or directive that governs behavior, decisions, or outcomes in a defined domain.
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