English(EN) Human-in-the-loop sounds like a safety net. It isn't. It's alarm fatigue in an understaffed ER, a driver watching a crash the car was supposed to handle, and a

人在回路（Human-in-the-loop）系统未能成为安全网，导致“警报疲劳”

作者 PulseAugur 编辑部 · [1 个来源] · 2026-06-22 14:50

人在回路（Human-in-the-loop）系统常被视为一种安全措施，但实际上，它们可能导致“警报疲劳”，类似于过度劳累的急诊室或被迫不断监控和干预的自动驾驶汽车驾驶员。这可能导致开发人员因工作量巨大而对关键警报变得麻木，就像开发人员在大量工作中不经彻底审查就批准重大代码更改一样。核心问题在于系统设计的失败，人类成为了瓶颈，而不是真正的保障。 AI

影响批评了人类在AI系统中的监督有效性，认为它可能导致自满和系统故障。

排序理由该条目是一篇评论文章，讨论了人在回路（Human-in-the-loop）系统在AI中的不足之处。

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人在回路（Human-in-the-loop）系统未能成为安全网，导致“警报疲劳”

报道来源 [1]

Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] · 2026-06-22 14:50

Human-in-the-loop sounds like a safety net. It isn't. It's alarm fatigue in an understaffed ER, a driver watching a crash the car was supposed to handle, and a

Human-in-the-loop sounds like a safety net. It isn't. It's alarm fatigue in an understaffed ER, a driver watching a crash the car was supposed to handle, and a dev stamping a 30-file diff because it builds. Same failure, every time. https:// blog.ppb1701.com/smaller-batch es-shar…

链接 blog.ppb1701.com/smaller-batches-sharper-…

报道来源 [1]

Human-in-the-loop sounds like a safety net. It isn't. It's alarm fatigue in an understaffed ER, a driver watching a crash the car was supposed to handle, and a

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