arXiv Artificial IntelligenceEvidence Blindness in Direct Corpus Interaction: Persistent Navigation with AtlasNav
arXiv:2608.24764v1 Announce Type: new Abstract: Large language model agents are moving beyond conventional…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceMeta$^n$: Recursive Self-Improvement through Emergent Depth
arXiv:2608.24735v1 Announce Type: new Abstract: Self-improving LLM agents refine answers, not the process…
arXiv Artificial IntelligenceLifted Model Construction under Approximate Commutativity
arXiv:2608.24713v1 Announce Type: new Abstract: Lifted inference algorithms enable scalable probabilistic…
arXiv Artificial IntelligenceConfident at the moment of action: belief miscalibration in LLM play under hidden information
arXiv:2608.24691v1 Announce Type: new Abstract: Agentic systems increasingly gate actions on a model's own…
arXiv Artificial IntelligenceThe Invisible Editorial Layer: Formalizing Undisclosed Inference-Time Steering, Probability Placement, and the Attribution Problem in Deployed Language Models
arXiv:2608.24662v2 Announce Type: new Abstract: Evaluations of generative language models frequently…
arXiv Artificial IntelligenceParason: Revealing Subtask and Trial Parallelism in LLM Reasoning
arXiv:2608.24658v1 Announce Type: new Abstract: Scaling test-time reasoning has substantially improved the…
arXiv Artificial IntelligenceCausal Modelling of Support Interventions for Student Competency Assessment
arXiv:2608.24632v1 Announce Type: new Abstract: Accurate assessment of student competencies is essential for…
arXiv Artificial IntelligencePivot-and-Station Multi-Agent Path Finding: Solvability, Complexity, and Algorithms
arXiv:2608.24585v1 Announce Type: new Abstract: Automated high-density storage systems (warehouses, robotic…
arXiv Artificial IntelligencePhysMLLMs: Spatial Priors for Unified Referring Segmentation and Grounded Reasoning of Images and Videos
arXiv:2608.24574v1 Announce Type: new Abstract: Video multimodal large language models support language…
arXiv Artificial IntelligenceJoint Optimization of Tool Creation and Use for Large Language Model Agents
arXiv:2608.24571v1 Announce Type: new Abstract: Tool-augmented language models are bounded by the APIs humans…
arXiv Artificial IntelligenceEviDx: Evidence-Aware Active Diagnosis with Scaffolded LLM Agents
arXiv:2608.24570v1 Announce Type: new Abstract: Clinical diagnosis is an active evidence-seeking process in…
arXiv Artificial IntelligenceWhen "Must" Becomes "Maybe": Constraint Weakening in LLM Agent Workflows
arXiv:2608.24569v1 Announce Type: new Abstract: Large language model (LLM) agents coordinate complex tasks…
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