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AI detection has become a central issue in higher education, prompting professors to run papers through software that flags large-language-model usage. The technology, first introduced a few years ago, has been criticized for unreliability and for disproportionately flagging non-native English speakers. Many students have sued universities, claiming emotional distress and punitive measures after their work was misidentified as AI-generated.

At a Glance AI detection tools are now common on college campuses. Students use "humanizers" to avoid false positives. The debate has led to...