Bay Area Frontier Research Club #19 | Agents in Production: ICML 2026 Oral by UC Berkeley Researchers + Self-Improvement Fireside

Two UC Berkeley researchers surveyed teams deploying agents across dozens of application domains, then paired the results with in-depth case studies of how those systems are actually built, evaluated, and operated. The findings are unusually concrete. Melissa Pan and Negar Arabzadeh, co-lead authors of Measuring Agents in Production, will present the work jointly in a twenty-minute talk. Then we t