Chaos Engineering Meets AI

Explore the intersection of chaos engineering and artificial intelligence in this 18-minute conference talk by Chirag Gajiwala at Conf42 Chaos Engineering 2025. Dive into various AI technologies including reinforcement learning, transformer models, Time GPT, convolutional neural networks, generative adversarial networks, and variational autoencoders. Learn how AI is revolutionizing threat detection systems and discover the convergence of AI technologies across different domains. Understand the transformative impact of AI on various industries, recent breakthroughs, and their practical implications for resilience engineering. The presentation provides a comprehensive overview from basic AI concepts to advanced applications in security and chaos engineering contexts.

Syllabus

00:00 Introduction and Speaker Background
00:35 Overview of AI Frontiers
00:59 Deep Dive into Reinforcement Learning
02:11 Understanding Transformer Models
05:47 Exploring Time GPT
07:30 Convolutional Neural Networks Explained
10:09 Generative Adversarial Networks and Variational Autoencoders
11:24 AI-Powered Threat Detection
13:00 AI Convergence and Future Directions
14:41 AI's Transformative Impact on Industries
15:57 Breakthroughs and Practical Implications
17:44 Conclusion and Feedback