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Southern University of Science and Technology, Shenzhen, China
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Task context and requester identity can drastically alter permission grants in mobile GUI agents, with one change reducing approvals from 26 to 0 in a critical task.
Forget about re-balancing losses – gradient geometry is the key to unlearning in LLMs without sacrificing retention.