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Discuss, discover, and read arXiv papers. Explore trending papers, see recent activity and discussions, and follow authors of arXiv papers on alphaXiv.
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Stealing Reasoning Traces from Proprietary LLM APIs
Researchers uncovered an architectural vulnerability in major proprietary large language model APIs where encrypted internal reasoning traces can be extracted in plaintext by weaker models within...
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Classical computing, quantum computing, and Shor's factoring algorithm
This is an expository talk written for the Bourbaki Seminar. After a brief introduction, Section 1 discusses in the categorical language the structure of the classical deterministic computations....
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EMPATH: A Multilingual Auditor-Judge Benchmark for Safety Evaluation of Emotional-Support Chatbots
Researchers developed EMPATH, a multilingual auditor-judge benchmark to evaluate the safety of emotional-support chatbots in dynamic, multi-turn conversations. This framework, spanning US English...
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A Fixed-Budget, Cluster-Aware Standard for LLM-as-a-Judge Evaluation: A Multi-Hop RAG Stress Test
A fixed-budget, cluster-aware evaluation standard is introduced for LLM-as-a-judge comparisons in multi-hop Retrieval-Augmented Generation (RAG) systems. This standard, when stress-tested, reveals...
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