Roland Gavrilescu

Roland Gavrilescu was described in his 2026 AI Engineer conference biography as co-founder and CEO of Introspection, building infrastructure for self-improving AI systems, following earlier work at xAI and Superhuman. His presentation, “The Loop Is the Product,” outlines how agents can improve through strong feedback signals, verifiable results, and portable, versioned recipes that preserve knowledge independently of models and providers. He describes Introspection’s early Pi recipes release, combining the Pi harness, Harbor evaluations, and Git repositories to capture evaluations, skills, prompts, and human judgment. Using a talent-sourcing example, he explains how execution traces reveal unwanted candidate-selection patterns, people calibrate judges, agents implement evaluations, and A/B tests with users inform which changes to promote. His framework emphasizes “valued work per watt”: producing useful results with viable economics.