MIT报告建议高校勿依赖AI检测器，称易误伤学生
The AI detector industry should be very uncomfortable reading this MIT report.
The AI detector industry should be very uncomfortable reading this MIT report.
AI检测器行业在阅读这份MIT报告时应该感到非常不安。
The strongest institutional rejections yet, direct from MIT.
这是迄今为止最强烈的机构性否定，直接来自MIT。
"we recommend against relying on AI detectors. "
“我们建议不要依赖AI检测器。”
"As it risks an arms race in which students respond to automated detection by using increasingly powerful “AI humanizers” to remove signals that AI detectors are cued to catch. The result: a lot of effort on both sides that in the end serves no one."
“因为这可能导致一场军备竞赛，学生为了应对自动检测，会使用越来越强大的‘AI人性化工具’来消除AI检测器所捕捉的信号。结果是：双方都付出大量努力，最终却无人受益。”
The report argues that mixed human/AI writing is difficult to detect, detectors can be evaded by “AI humanizers,” false positives can harm students, and heavy policing creates distrust.
报告指出，人机混合写作难以检测，检测器可被‘AI人性化工具’规避，误报可能伤害学生，而过度监管会引发不信任。
AI detection systems may also mistake the writing of non-native English speakers or neurodivergent students for text generated by AI. Even low rates of false positives can put students on edge and cause serious individual consequences."
AI检测系统也可能将非英语母语者或神经多样性学生的写作误判为AI生成文本。即使误报率很低，也可能让学生感到紧张，并造成严重的个人后果。”
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