arXiv Artificial IntelligenceA Statistical Audit of Physical AI Benchmark Redundancy
arXiv:2608.25940v2 Announce Type: replace-cross Abstract: Physical AI models are evaluated on suites of…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceIt's a matter of timescale: non-linear utility in successor features and multi-objective planning and learning
arXiv:2608.25723v2 Announce Type: replace-cross Abstract: Time is of the essence when dealing with multiple…
arXiv Artificial IntelligenceMoPLEx: Estimating Plackett-Luce Mixture Models for Multi-Objective Alignment
arXiv:2608.25200v2 Announce Type: replace-cross Abstract: We study learning a mixture of $k$ Plackett-Luce…
arXiv Artificial IntelligenceDemystifying Reinforcement Learning Post-Training of Language Models
arXiv:2608.24949v2 Announce Type: replace-cross Abstract: Reinforcement learning (RL) post-training has…
arXiv Artificial IntelligenceFAMPWQ: Fisher Information-based Adaptive Mixed Precision Weight Quantization for Effective LLM Inference
arXiv:2608.24945v2 Announce Type: replace-cross Abstract: Recent years have witnessed remarkable achievements…
arXiv Artificial IntelligenceWhat Does an Evaluation License? A Commit-Bound Census of Claim Replay in Inspect Evals
arXiv:2608.19269v4 Announce Type: replace-cross Abstract: Benchmarks can run without determining what their…
arXiv Artificial IntelligenceWhy LLMs Give In: Conversational Factors and Reasoning Behind Medical Sycophancy
arXiv:2608.01017v2 Announce Type: replace-cross Abstract: Large language models can answer a medical question…
arXiv Artificial IntelligenceLearning to Trace Seiberg Dualities
arXiv:2607.28628v2 Announce Type: replace-cross Abstract: Dualities play an important role in establishing…
arXiv Artificial IntelligenceSyRuP: Enhancing System-Prompt Following via Reward-Guided Prediction in LLM Decoding
arXiv:2607.23991v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) are increasingly…
arXiv Artificial IntelligenceAction from Adjacent Set in Physical Space Outperforms the Best Prediction in World Models
arXiv:2607.23602v2 Announce Type: replace-cross Abstract: Controllers based on sampling and latent world…
arXiv Artificial IntelligenceError Certificates for KV-Cache Eviction via Randomized Design
arXiv:2607.21475v3 Announce Type: replace-cross Abstract: Deterministic KV-cache eviction keeps the top-$k$…
arXiv Artificial IntelligenceOff-Context GRPO: Learning to Reason on Hard Problems using Privileged Information
arXiv:2607.19313v2 Announce Type: replace-cross Abstract: Reinforcement learning with verifiable rewards…
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