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Independent audit

As explained in Introduction to Generative AI, Second Edition

An independent audit is an evaluation of an organization's systems or compliance performed by an assessor sufficiently separate from the organization being evaluated.

An independent audit evaluates an organization’s systems or compliance through an assessor sufficiently separate from the organization being evaluated. In digital governance, third-party audits provide external scrutiny rather than relying only on a platform’s own claims. section 10.30

The European Union’s Digital Services Act requires very large online platforms and search engines to assess risks, describe mitigation efforts, and undergo third-party compliance audits. The arrangement links external evaluation with transparency and algorithmic accountability. section 10.30

Auditing a large platform

A very large online platform might have to document risks from an algorithmic recommendation system, explain mitigation measures, and submit evidence of compliance to an external auditor. Risks such as disinformation can lead to regulatory consequences. section 10.30

How Introduction to Generative AI, Second Edition covers it

How deep it goes
Defines the regulatory role of third-party audits but stops short of detailing audit procedures or assessor methods.
Examples
Uses very large online platforms, recommendation systems, disinformation risks, and compliance documentation as concrete examples.
What you can do after
Evaluate platform compliance and systematic risks through an external-assurance lens.
How it connects
Connects independent audits with the Digital Services Act, risk assessment, transparency, algorithmic accountability, and content moderation.

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.