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Department of Electrical and Computer Engineering, New York University, NY, 11201, USA {yy4348, qz494}@nyu.edu
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Forget prompt privacy – your LLM's responses are leaking *enterprise data*, and this paper shows how to quantify and control it.
Actionable recourse, intended to level the playing field in AI-assisted decisions, can paradoxically amplify initial disparities, creating persistent performance gaps.
