Staging environment
George Zoto
Free Lesson

A gentle intro to AI Evals and product quality for AI PMs

30 min
May 29, 2026 3:00 PM

What you'll learn

The Failure Taxonomy

How to anticipate and categorize production failures (safety, UX friction, compliance drift)  before the real world

Building a Golden Set

A practical strategy for creating a lean, high-impact evaluation dataset that reflects your true product constraints

From "Looks Good" to Metrics

How to claim complete ownership of your AI product's shipping thresholds.

Why this topic matters

Your GenAI product looked great during an internal demo, but will it survive the public and real user interactions? Learn how to build an evaluation safety net that protects your brand. If you are a Product Manager steering an AI feature, defining "quality" shouldn't be left to gut-feels or abstract metrics. Join this 30-minute lightning lesson to master the fundamentals of modern AI evaluations.

You'll learn from

George Zoto

George Zoto

AI Technical Product Leader, Engineer, and Educator

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