AI Source Trust Checklist: 10 Checks Before You Trust an AI Answer

What has been corrected on this page?

Every accepted correction to this page is recorded with the exact change, so readers can see how the page improved over time.

1. 29 July 2026 · corrected by Emir Baycan

   Removed one unverified bibliography entry and corrected two minor citation details in an otherwise accurate, well-scoped reference list.

   What the page claimed

   The bibliography included an unverified citation ('Wachsmuth, H., & Hou, Y. (2023). Towards a theory of the credibility of online sources. Computational Argumentation Research') - no such paper, authors-in-combination, or journal venue could be found; this appears to be an unverified reference. Separately, Dunlosky et al.'s real 2013 paper title was rendered as 'effective study techniques' instead of the correct 'effective learning techniques,' and Caulfield's real SIFT method work was dated 2019 instead of its original 2017 publication.

   What was corrected

   The unverified Wachsmuth & Hou entry was removed from the bibliography. The Dunlosky citation was corrected to the real paper title. The Caulfield citation was corrected to the real 2017 publication year.

   Why: This article is structurally distinct from the rest of this batch - a carefully-scoped, self-aware checklist about detecting AI hallucination, rather than a generated article with a bolt-on unverified research section. Independent verification found 5 of 6 bibliography entries fully real and accurately cited (Bender/Gebru/McMillan-Major/Shmitchell's Stochastic Parrots paper, Maynez et al.'s summarization faithfulness paper, and the Stanford History Education Group's Civic Online Reasoning curriculum, plus the two entries needing only minor corrections), with only one entry out of the full bibliography being outright unverified - a much lower fabrication rate than typical for this batch.

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Who checked this page?

1 contributor has checked "AI Source Trust Checklist: 10 Checks Before You Trust an AI Answer" on When Notes Fly. Each name below links to that person's public CitePep profile, where every contribution they have made is listed with the exact change they proposed.