liveBook · Manning

Human rights framework

As explained in Introduction to Generative AI, Second Edition

A human rights framework is a governance approach that grounds technology regulation in the protection of human dignity and fundamental rights.

A human rights framework governs technology by starting with human dignity and fundamental rights rather than data, technology, commerce, or markets. It asks how systems affect people, especially when data collection is passive and algorithms are difficult to see or understand. section 3.14

This approach responds to limits in older privacy frameworks, which assumed explicit data collection and clear relationships between individuals and data collectors. It aims to confront systemic risks, rebalance power, and protect both information and individuals when consent alone cannot address opaque or boundary-crossing systems. section 3.14

The framework shifts governance toward:

  • People as the starting point for technology regulation. section 3.14
  • Protection against systemic harms that conventional consent mechanisms may miss. section 3.14
  • A broader international consensus comparable to the role once played by fair information practice principles (FIPPs). section 3.14
Figure 3.4 A timeline of data protection laws
A line of white dots on a black background

AI-generated content may be incorrect.

A timeline of data protection laws helps situate the framework within the evolution from database-era safeguards to broader privacy regulation. section 3.14

How Introduction to Generative AI, Second Edition covers it

How deep it goes
Defines the governance orientation and its rationale but stops short of specifying operational rules or enforcement mechanisms.
Examples
Uses passive data collection, opaque algorithmic systems, GDPR, and FIPPs to illustrate changing governance needs.
What you can do after
Evaluate technology governance by considering dignity, rights, systemic risks, power imbalances, and limits of consent.
How it connects
Connects human dignity, privacy frameworks, consent, data protection laws, GDPR, FIPPs, and technology governance.

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.