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AI · arxiv.org · Monday, 10 August 2026

New Study Shows How Text-to-Video Models Create Undetectable Fake News

Researchers introduce the first dataset of purely synthetic fake‑news videos and a ternary classification framework that distinguishes real footage, cheap fakes, and AI‑generated pure synthesis. Their Reasoning‑guided model outperforms existing detectors by over 12 percentage points, exposing a looming threat as T2V tools become mainstream.

Read the source: arxiv.org ↗In the 10 August issue →