IAPP · AIGP
Release, monitoring, and incidents
AIGP · Lesson 12 of 15 · 1:37:26
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In this lesson
Prepare for the IAPP AIGP exam, on the AIGP Body of Knowledge version 2.1. In this lesson: the readiness review before release, model cards, conformity assessment for high-risk systems in the EU, continuous monitoring and drift, maintenance and retraining, audits, red teaming, threat modeling, and security testing, the causes of AI incidents, serious incident reports under the AI Act, and the documentation that goes with a system. Includes three original practice questions, with Elmstead Group, a fictional retail and finance group, as the example.
Preview the topics
- Elmstead’s model passed every test, but its users have not been trained, and nobody knows how to switch it off. The business wants to release it tomorrow. What should the readiness review decide?
- Elmstead’s chatbot will soon handle disputes about card payments. The board wants to know how users could trick it into revealing other customers’ data, before attackers find out. What should the team run?
- Elmstead’s payment model starts flagging far more customers in one region, after a large local employer closes. The model itself has not changed. What is the most likely cause?