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Industry & Practice · Case Studies

How real teams did it — the setup, what changed, the numbers, and the costs that did not make the slide.

Case Studies2026-10-1836 min
生产里的智能体怎么建：20 个案例和 86 个已部署系统
MAP 用 20 场访谈和 86 个已部署系统记录生产智能体。68% 在人工介入前最多跑 10 步，70% 只对现成模型做提示、不改权重，74% 主要靠人评测。可靠性仍是首要瓶颈，团队用系统层约束而不是算法来兜住它。