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Overview
Syllabus
00:00 Introduction to Chaos Engineering in AI
01:51 What is Chaos Engineering?
02:16 History and Evolution of Chaos Engineering
04:12 AI System Architecture and Potential Failures
06:53 Chaos Engineering in AI Context
08:14 Designing Chaos Experiments for AI
10:34 Making AI Systems Stronger Through Chaos
11:33 Adversarial Attacks and GPU Failure Simulations
14:28 Data Pipeline Latency and Corruption Simulations
18:07 Model Drift and Fallback Testing
20:16 Chaos Engineering Principles and Tools
24:00 Implementing Chaos Engineering in Organizations
25:35 Challenges and Future of Chaos Engineering in AI
27:48 Key Takeaways and Conclusion
Taught by
Conf42