arXiv Artificial IntelligenceActive Perception for Embodied Disambiguation
arXiv:2608.13605v1 Announce Type: new Abstract: Natural language provides robots with a flexible task…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceCross-Disciplinary Taxonomy and Modeling of Misunderstanding Generation, Amplification, and Detection, from Pragmatics to AI Agents
arXiv:2608.13604v1 Announce Type: new Abstract: Detection of misunderstanding is an urgent problem to solve…
arXiv Artificial IntelligenceMeasuring Cross-Task Behavioral Consistency in Language Model Agents
arXiv:2608.13598v1 Announce Type: new Abstract: Agent evaluation relies almost entirely on outcome metrics…
arXiv Artificial IntelligenceStable Miscalibration in Large Language Models: A Practical View of High-Confidence Errors
arXiv:2608.13591v1 Announce Type: new Abstract: High-confidence errors in large language models are often…
arXiv Artificial IntelligenceAI Evaluation Should Work With Humans
arXiv:2608.13577v1 Announce Type: new Abstract: This position paper argues that the dominant paradigm of AI…
arXiv Artificial IntelligenceAgentao: A Governed Local-First Runtime for Tool-Using LLM Agents
arXiv:2608.13574v1 Announce Type: new Abstract: LLM agents increasingly operate as execution systems that…
arXiv Artificial IntelligenceModular Cognitive Architecture Emerges in Large Language Models
arXiv:2608.13567v1 Announce Type: new Abstract: The human brain exhibits a striking degree of functional…
arXiv Artificial IntelligenceDepth-Aware Sensitivity Analysis of Mixture-of-Experts Models via Magnitude-Based Expert Masking
arXiv:2608.13565v1 Announce Type: new Abstract: Mixture-of-Experts (MoE) architectures scale large language…
arXiv Artificial IntelligenceInducing Reward-Free Judging Rubrics that Reduce Over-Crediting in Agent Evaluation
arXiv:2608.13564v1 Announce Type: new Abstract: Evaluating language-model agents at scale increasingly relies…
arXiv Artificial IntelligenceSimulation-to-real transfer learning for infrared spectroscopic chemical sensing and analysis from molecules to complex samples
arXiv:2608.13341v2 Announce Type: replace-cross Abstract: Infrared (IR) spectroscopy is widely used for…
arXiv Artificial IntelligenceGEM: A Generative Embedding Model Bridging Reasoning and Retrieval
arXiv:2608.13200v2 Announce Type: replace-cross Abstract: Modern LLMs excel at reasoning and instruction…
arXiv Artificial IntelligenceTEMPO: Makespan-Aware Expert-Parallel Load Balancing Across Memory- and Compute-Bound Regimes
arXiv:2608.13057v2 Announce Type: replace-cross Abstract: In expert-parallel (EP) MoE serving, every layer…
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