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Lesson 9 • Governance
Incident Response & Continuous Improvement
Even careful systems fail sometimes. Governance defines how you respond—fast, transparently, and with corrective action.
Key concepts
- Define incident types: leakage, harmful output, public complaint, vendor breach.
- Create a response checklist and escalation path.
- Record lessons learned and update controls.
Practice Exercise
Draft an incident response checklist for AI: detection → containment → notification → remediation → learning.
Template (copy/paste)
ROLE: You are my incident response assistant. TASK: Draft an AI incident response playbook. OUTPUT: Checklist + roles + communication template. CONSTRAINTS: Prioritize safety, transparency, and legal/ethical compliance.
Governance note: policies should be enforceable, reviewed regularly, and owned by accountable roles—not “everyone.”