Your Company Should Train Its Own AI Models - Will Brown, Prime Intellect

Will Brown of Prime Intellect argues that organizations should train models on their own traces, feedback, and workflows so that agents learn institutional knowledge the way human coworkers do. The talk covers evals as test cases, decision models and routing, widget-style interfaces that turn human decisions into training data, and nightly training runs toward self-improving organizations.