This guide is incredibly insightful, framing AI evals as essential for product managers.
The systematic workflow...define, collect, score, analyze, fix, monitor, report...is a great roadmap for tackling hallucinations and building user trust. a truly valuable approach.
Appreciate the e-commerce example at the beginning. It makes the whole process of setting up AI evals feel a lot less abstract and way more actionable for PMs.
So right. Hallucinations aren’t just a model problem, they’re a product problem too. Evals are a big deal, but I’ll admit they feel pretty complex and hard to implement for a non-technical person like me. I’ve been digging into them for a while for my AI products, so I really appreciate this clear breakdown.
Mastering AI Evals is a foundational skill for any product manager working today.
Even if you're vibe-coding your first project, Bandan's comprehensive roundup can get you started with the concepts and terminology.
This guide is incredibly insightful, framing AI evals as essential for product managers.
The systematic workflow...define, collect, score, analyze, fix, monitor, report...is a great roadmap for tackling hallucinations and building user trust. a truly valuable approach.
Appreciate the e-commerce example at the beginning. It makes the whole process of setting up AI evals feel a lot less abstract and way more actionable for PMs.
So right. Hallucinations aren’t just a model problem, they’re a product problem too. Evals are a big deal, but I’ll admit they feel pretty complex and hard to implement for a non-technical person like me. I’ve been digging into them for a while for my AI products, so I really appreciate this clear breakdown.