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Benign fine-tuning can turn your safe Audio LLM into a jailbreaking machine, and the way it breaks depends on the model's architecture.
LLM-powered web agents leak 5x more user data through their behavior (clicks, scrolls) than through explicit text, a blind spot current privacy research overlooks.
