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Dec 9, 2025 · Product Management
Why AI Product Managers Struggle with Planning: Insights from Real Interviews
The article reveals that many AI product managers can talk about AIGC and agents but stumble when asked to design a rigorous evaluation system, illustrating the problem with a chatbot case study and presenting a detailed 1+3 multi‑dimensional framework to guide product definition, development, and iteration.
AI product evaluationHuman-in-the-Loopadversarial testing
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