AI Product Management: Scope, Evals, Launch

For product managers moving into AI products. You will learn when AI beats a simple rule, how to spec error costs and success metrics, build evals without coding, weigh model cost against quality, and launch with real safeguards.

3 sections ยท 8 lessons

Course outline

Choosing AI Wisely

  1. When a Rule Beats a Model
  2. Automate, Augment, or Agent

Specs, Metrics, and Evals

  1. Pricing the Cost of Errors
  2. Success Metrics With Guardrails
  3. Evals Beyond Vibe Checks
  4. Building Your First Eval Set
  5. Spec an Allergy-Safe Meal Planner

Shipping to Real Users

  1. Paying for Quality Wisely
  2. Launching With a Safety Net
  3. Klarna's Cost Versus Quality Test

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