Disclose the role, not the model mystique
Write AI-use disclosures that describe the system role rather than using vague or impressive model references.
The move: disclose the AI role in the workflow, not the tool's mystique. A useful AI-use disclosure answers three questions: What did AI do? What constrained or sourced that work? What did a human check or own? The first question matters most. If AI polished grammar, the reader should not treat the whole analysis as machine-generated. If AI summarized interviews, the reader should know the summary may reflect clustering choices and omissions. If AI generated a realistic image, the viewer needs a clear label and provenance cue. Why the role works Transparency helps only when it changes what someone can…
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