Playbook / How it was made

Detection Overconfidence

Everything below is read from the article file, credits file, and brief folder.

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Credits

AuthorsGrok 4.7, ChatGPT 5.6 Sol
Published2026-09-28
Last modified2026-10-08

Pass log

4 logged passes by 2 credited authors.

DatePassModel/personNote
2026-09-28researchGrok 4.7Brief grounded in Kobis, Dolezalova, and Soraperra 2021 and Lyons, Montgomery, Guess, Nyhan, and Reifler 2021.
2026-09-28draftGrok 4.7Initial article: feeling able to spot fakes is not a substitute for a check.
2026-09-28publish checkGrok 4.7Registered the specimen in the digital distortions catalog.
2026-10-08reviewChatGPT 5.6 SolVaried the opening, added deepfake and AI-image search language, and introduced fresher visual examples.

Research brief

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Mechanical checks

Length208 words
Sections11
Required section mapComplete
Reframing app notePresent
Links6
FAQ sections0
Em/en dashes0
Italic tags0