ACF in Action
18 real AI-agent cases (2023-2026), read with the ACF framework. Each case is a complete document: the facts, the ACF analysis and a diagram in ACF language. Nine kits, each contrasting a well-governed reference with an incident.
Each case stands alone: the summary, context, reconstructed architecture, ACF mapping and analysis, a diagram in ACF language and the appendix of filled cards. Each kit's quizzes, slides and blank cards help run a class; detailed answer keys remain reserved for teachers.
Kit 1 · Accountability
A well-governed reference against an incident: the contrast carries the lesson.
Kit 2 · Kill switch
A well-governed reference against an incident: the contrast carries the lesson.
Kit 3 · Criticality
A well-governed reference against an incident: the contrast carries the lesson.
Kit 4 · Bias
A well-governed reference against an incident: the contrast carries the lesson.
Kit 5 · Transparency
A well-governed reference against an incident: the contrast carries the lesson.
Kit 6 · Autonomy & caps
A well-governed reference against an incident: the contrast carries the lesson.
Kit 7 · Drift & supervision
A well-governed reference against an incident: the contrast carries the lesson.
Kit 8 · Non-delegable zone
A well-governed reference against an incident: the contrast carries the lesson.
Kit 9 · Register & traceability
A well-governed reference against an incident: the contrast carries the lesson.
Governance analyses for educational purposes, neither audit nor certification of the companies cited. Facts verified in public sources. An ongoing lawsuit (Mobley v. Workday) is treated as allegations, never as established fault.