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#misinformation
1 articles
01
2026-08-20
·
Large Language Models
·
★ MEMBER
·
PAPER
·
8 min read
Paper Walkthrough: Can Anything Catch a Fake Crisis Video? — What RA-Bench Found
Sixteen thousand AI videos, each continuing from the real first frame of a genuine disaster or war clip, put against seven classical detectors, ten zero-shot multimodal models and two purpose-built fine-tunes. None of them generalized. One model turned out to be reading timestamps rather than pixels, and a lap through a social feed drops fake recall to 1.4%.