Join Jenn Bergstrom and the vBrownBag crew for a deep dive into chaos engineering for machine learning and AI models. Discover how deliberate failure injection can improve system resilience, explore real-world experiments on AI model vulnerabilities, and learn why testing for failure is critical in today’s fast-moving AI landscape. Whether you’re an engineer, data scientist, or tech leader, this conversation is packed with practical insights, cautionary tales, and a touch of humor.
#ChaosEngineering #MachineLearning #AI #vBrownBag #AIOps #ModelResilience #TechTalk
- 00:00 – Introduction & vBrownBag Welcome
02:45 – What Is Chaos Engineering?10:45 – Netflix, Chaos Monkey, and the Origins16:40 – Chaos Engineering for AI & ML Models27:00 – Non-Determinism in LLMs and Testing Challenges46:00 – Organizational Adoption & Q&Ahttps://www.linkedin.com/in/jenn-bergstrom/
https://amzn.to/44JBw5D - "Security Chaos Engineering: Sustaining Resilience in Software and Systems"
https://amzn.to/4l3fFMi - "Chaos Engineering: Site reliability through controlled disruption"
https://amzn.to/4kiqY1W - "Chaos Engineering: System Resiliency in Practice"
https://netflix.github.io/chaosmonkey/