Huihao Jing
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Jev-Guard: Fast Routing and Auditing Agent Actions over Editable Policy Trees
According to the description, a preprint presents Jev-Guard, a model that picks the applicable audit policy from an editable policy tree and then classifies an agent action for safety. The authors report 93.72% safety accuracy and 58ms mean latency on 7,033 cases, and that a permission gate cut mean review time per task from 4.80s to 1.33s.