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Aug 20, 2026 · Product Management

Why AI Product Managers Must Shift from Feature Design to Managing Uncertainty

The article argues that traditional product design, which turns vague requirements into fixed features, no longer works for AI products whose behavior is probabilistic, and outlines how AI product managers should focus on designing manageable uncertainty through clear boundaries, robust evaluation, and closed‑loop feedback.