Jarrod Barnes - Real-Time Continual Learning for AI Agents

Arc is a continual-learning framework that helps AI agents adapt and improve from experience in real-time. We'll cover the core developer techniques for online prompt optimization to reward modeling in production and demo our open-source SRE Agent teaching itself how to resolve a complex Kubernetes incident.

Jarrod Barnes, Co-Founder, Arc Intelligence. Prev. scaling developer ecosystems and infrastructure as GM at Protocol Labs & NEAR Protocol. Prior to that, was an Assistant Professor at NYU researching the first principles of skill acquisition and learning. Ph.D. in Learning Design from UIUC