Episode 36 — Incidents & Postmortems

Even with strong safeguards, AI systems inevitably experience failures or incidents that create harm or expose vulnerabilities. This episode defines incidents as unplanned events where AI causes unexpected outcomes and postmortems as structured reviews that identify root causes and lessons learned. Learners explore why blameless postmortems, which focus on systemic issues rather than individual blame, are essential for building a culture of accountability and resilience. Regulatory obligations for disclosure are also introduced, showing how timely reporting builds transparency and trust.

The discussion expands with sector-specific examples. In healthcare, misdiagnosis incidents require urgent detection and structured remediation, while in finance, erroneous transactions demand both technical fixes and regulator communication. Learners are guided through the components of effective incident response: detection systems, severity classification, containment actions, remediation of root causes, and communication protocols. Practical advice emphasizes integrating incidents into risk frameworks and governance boards, ensuring continuous improvement across the lifecycle. Produced by BareMetalCyber.com, where you’ll find more cyber audio courses, books, and information to strengthen your certification path.