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AI-Generated Historical Media: How Fake Footage Is Spreading and Why It Matters

7/20/2026, 11:43:06 AM

AI-Generated Historical Media on the Rise

Recent fact-checking work highlights three viral videos that claim to show authentic moments from the past—an AI-reconstructed victim of Pompeii’s 79 C.E. eruption, a simulated scene of U.S. soldiers raising the flag on Iwo Jima in 1945, and a fabricated CCTV-style clip of the 1986 Chernobyl disaster. None of these videos exist in historical archives; they were produced with generative tools such as Veo and posted on platforms like TikTok and YouTube. The videos blend realistic visuals with subtle glitches, watermarks, or anachronistic details that betray their synthetic origin.

How Experts Identify Fabricated Footage

Analysts advise scrutinizing visual cues (e.g., zombie-like movement, modern clothing, unnatural glitches), checking for watermarks that label AI generation, and cross-referencing with reputable archives, museums, or academic experts. The absence of authentic source material—such as the lack of any real footage of the Iwo Jima flag-raising moment—further signals fabrication.

Official Perspectives from Scholars

Media scholar Roland Meyer of the University of Zurich warns that AI can “fill perceived or actual gaps in the archive and in the historical record,” yet he calls this a “deceptive promise.” He adds that AI-generated images “primarily reproduce the typical patterns, cliches and stereotypes with which that past has been depicted thus far.” Historian and AI specialist Sebastian Kubon notes that such creations “present one perspective on the story” and cautions against assuming recorded material is automatically truthful. Jürgen Zimmerer, an Africa history professor at the University of Hamburg, reminds that “images have always been highly controversial sources,” citing historical retouching by regimes like Nazi Germany and Stalinist Russia.

Criticism of AI’s Historical Portrayals

Critics argue that AI-generated media risk replacing genuine documentation, especially for eras lacking original footage. Meyer emphasizes that the technology produces “something that looks plausible at first glance, not because it is historically accurate, but because it matches our expectations.” Zimmerer stresses that “when you pretend there is [original footage], you make something seem clear that is not actually clear,” underscoring the danger of presenting speculative reconstructions as fact.

Verbatim Quotes

  • “Through AI, it seems possible to recombine images of the past, generate synthetic images that do not exist but perhaps could have existed, and thus fill perceived or actual gaps in the archive and in the historical record,” — Roland Meyer, media scholar, University of Zurich
  • “The images of the past generated by AI primarily reproduce the typical patterns, cliches and stereotypes with which that past has been depicted thus far,” — Roland Meyer, media scholar, University of Zurich
  • “They involve a selection of image fragments and audio sources; in essence, they present one perspective on the story. We're too quick to assume that just because something was recorded, it's somehow the truth.” — Sebastian Kubon, historian and AI specialist
  • “Images have always been highly controversial sources. This is evident from the fact that dictatorial regimes, whether Nazi Germany or Stalinist Russia, have also retouched images,” — Jürgen Zimmerer, Africa history professor, University of Hamburg
  • “It produces something that looks plausible at first glance, not because it is historically accurate, but because it matches our expectations,” — Roland Meyer, media scholar, University of Zurich