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News/Privacy Without Regret: Differentially Private Inference-Time Alignment
arxiv
PublishedAugust 28, 2026 at 4:00 AM
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Privacy Without Regret: Differentially Private Inference-Time Alignment

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arXiv:2608.26324v1 Announce Type: new Abstract: Best-of-N (BoN) sampling is the simplest and most widely deployed inference-time alignment strategy, but it suffers from two distinct problems: reward hacking, in which the selected response exploits errors in the proxy reward model, and the absence of

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