Hamel (auto-discovered)

Machine learning engineer Hamel Husain argues that automated evaluations (evals) for AI systems are flawed and often misleading, based on his 20+ years of experience and work at Airbnb and GitHub. He …

AI product builders often claim their product is hard to evaluate, but this objection signals a design flaw: if it's hard for developers to verify, it's likely hard for users too. Three case studies s…