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Aug 21, 2026 · Product Management

What AI Product Managers Really Manage in Zero‑Tolerance Scenarios

In high‑risk industrial AI projects, a 90% model accuracy is meaningless unless the product manager designs multi‑layer safeguards that handle the remaining 10% error, balances false‑positive and false‑negative costs, and ensures the system can recover without human‑only bottlenecks.