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Pinpointing exactly *when* misinformation occurs in videos is now possible, thanks to two new datasets and a strong baseline for misinformation span detection.
Even the most advanced LLMs like GPT-5.2 and Gemini-3-Pro often fail to recognize and refuse to process harmful content embedded within seemingly harmless tasks.
