A client rejected my article after running it through an AI detector that labeled it as AI-generated. No discussion, no appeal. The client said they were “just following the tool.” If a detection score causes reputational or financial harm, who is ethically responsible?
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Overconfidence in Detection Scores and Unethical Decision
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Jan 23, 2026 12:43 pm
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Jan 23, 2026 12:44 pm
Responsibility lies entirely with the human decision-maker. Tools do not make ethical decisions—people do. Saying “the tool said so” is a form of responsibility laundering, where moral accountability is shifted onto software to avoid difficult judgment calls.
Jan 23, 2026 12:44 pm
This is a growing problem across industries. Organizations adopt AI tools without updating accountability frameworks. When harm occurs, the absence of clear responsibility mechanisms leaves individuals exposed and unprotected.
