The Product Compass

The Product Compass

AI Product Management

AI Evals: How to Find The Right AI Product Metrics

Generic metrics, such as “hallucination” or “toxicity,” often miss domain-specific issues. Here's what the best AI teams track instead and how they leverage error analysis.

Paweł Huryn's avatar
Paweł Huryn
Jun 07, 2025
∙ Paid

Hey, Paweł here. Welcome to the premium edition of The Product Compass Newsletter.

With 127,000+ PMs from companies like Meta, Amazon, Google, and Apple, this newsletter is the #1 most practical resource to learn and grow as an AI PM.

Here’s what you might have recently missed:

  • WTF is an AI Product Manager?

  • The Ultimate AI PM Learning Roadmap

  • AI Agent Archit…

Keep reading with a 7-day free trial

Subscribe to The Product Compass to keep reading this post and get 7 days of free access to the full post archives.

Already a paid subscriber? Sign in
© 2026 Paweł Huryn · Privacy ∙ Terms ∙ Collection notice
Start your SubstackGet the app
Substack is the home for great culture