7 Case Studies of Community-Led AI Audits

This guide builds directly on Eticas Foundation’s 2023 Adversarial Algorithmic Auditing Guide, which introduced the methodology, vocabulary, and conceptual foundations of impact-focused, adversarial AI auditing.

This guide shows what community-led auditing looks like across six real cases, conducted in four countries, over nearly a decade.

Guide to Community-Led AI Audits

The first adversarial audit of an AI criminal justice system in Europe: the RisCanvi tool. Designed to assess inmates' risk of recidivism, it has been in use in Catalonia, Spain, since 2009, influencing parole and sentencing decisions.