Educator Training and Historical Pedagogy Open access Peer reviewed

Inquiry That Holds Up in a World of AI Deepfakes and Synthetic Text: A Verification-Ready Routine for K-12 Social Studies

Steven Grubaugh, Greg Levitt, Ivana Lam

Technium Social Sciences Journal | Aug 8, 2026

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This article argues that social studies inquiry is especially well suited to these conditions when teachers make verification a normal classroom habit rather than a separate technology lesson.

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AI-generated images, audio, video, and text are now part of the information environment students encounter every day. Students increasingly face claims that look credible while remaining misleading, incomplete, or difficult to trace to a reliable source (Chesney & Citron, 2019; Vaccari & Chadwick, 2020). This article argues that social studies inquiry is especially well suited to these conditions when teachers make verification a normal classroom habit rather than a separate technology lesson. It introduces the VERIFY Cycle, paired with a brief Verification Trail, as a practical routine that helps students identify claims, check them across sources, and explain the evidence behind their conclusions (Wineburg & McGrew, 2019). Five classroom snapshots drawn from elementary community studies, media literacy, Nevada civics, U.S. history, and world history show how verification can be built into existing units. Used consistently, these routines strengthen civic judgment while also supporting critical thinking, information literacy, communication, collaboration, and decision-making under conditions of uncertainty (NCSS, 2013).

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Steven Grubaugh

first

Greg Levitt

middle | ORCID 0000-0002-8822-5217

Ivana Lam

last

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@article{Grubaugh2026Inquiry,
  title = {Inquiry That Holds Up in a World of AI Deepfakes and Synthetic Text: A Verification-Ready Routine for K-12 Social Studies},
  author = {Steven Grubaugh and Greg Levitt and Ivana Lam},
  journal = {Technium Social Sciences Journal},
  year = {2026},
  doi = {10.47577/tssj.v86i1.13749},
  url = {https://doi.org/10.47577/tssj.v86i1.13749}
}

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