AI Product Management
Scoping around uncertainty, quality bars, offline-to-online metric ladders and shipping under model drift.
6concepts
65flashcards
42minutes of reading
- 01 Deciding Where the Human Stays The four automation levels available for any decision, the expected-cost calculation that selects between them, and why partial automation is usually right and usually hardest to design.
- 02 Metric Ladders from Offline to Online The chain from a model metric to a business outcome, why each link is weaker than teams assume, and how to validate the links rather than assuming them.
- 03 Shipping Under Model Drift Why an AI product's behaviour changes without a release, what that does to roadmaps and commitments, and the practices that make a product resilient to a dependency that moves on its own.