arXiv Artificial IntelligencePEAR: Permutation-Equivariant Adaptive Routing Multi-Agent Debate
arXiv:2606.20621v2 Announce Type: replace Abstract: Multi-agent debate improves the reliability of large…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research
arXiv:2606.20122v2 Announce Type: replace Abstract: Open-ended deep research (OEDR) requires systems to…
arXiv Artificial IntelligenceA homotopy-type-theoretic generalization of neurosymbolic inference
arXiv:2606.17851v2 Announce Type: replace Abstract: A wide range of neurosymbolic (NeSy) systems compute one…
arXiv Artificial IntelligenceBeyond Helpfulness: A Teaching-over-Solving Diagnostic for Measuring Educational Impact in LLM Tutors
arXiv:2606.16206v2 Announce Type: replace Abstract: Large language models are increasingly proposed as…
arXiv Artificial IntelligenceIterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing
arXiv:2606.13368v3 Announce Type: replace Abstract: Computer-Aided Design is pivotal in modern manufacturing…
arXiv Artificial IntelligenceFrom AGI to ASI
arXiv:2606.12683v2 Announce Type: replace Abstract: Over the last decade, building human-level artificial…
arXiv Artificial IntelligenceCrowdMath: A Dataset of Crowdsourced Mathematical Research Discussions
arXiv:2606.06526v2 Announce Type: replace Abstract: Large language models have made substantial progress on…
arXiv Artificial IntelligenceEvolving Agents in the Dark: Retrospective Harness Optimization via Self-Preference
arXiv:2606.05922v3 Announce Type: replace Abstract: AI agents rely on a harness of skills, tools, and…
arXiv Artificial IntelligencePerceive Before Reasoning: A Pre-Reasoning Perception Framework for Efficient and Reliable Proactive Mobile Agents
arXiv:2606.03236v2 Announce Type: replace Abstract: Multimodal large language models (MLLMs) have…
arXiv Artificial IntelligenceHandoff Debt: The Rediscovery Cost When Coding Agents Take Over Interrupted Tasks
arXiv:2606.02875v2 Announce Type: replace Abstract: Coding-agent benchmarks evaluate whether a single…
arXiv Artificial IntelligenceHidden Thoughts Are Not Secret: Reasoning Trace Exposure in LLMs
arXiv:2606.00642v2 Announce Type: replace Abstract: Reasoning traces have become a valuable form of learning…
arXiv Artificial IntelligenceSelf-Correction Can Amplify Hallucinations: Fact-Level Repair with Graph-Based Evidence Routing in Multimodal Generation
arXiv:2606.00232v2 Announce Type: replace Abstract: We study fact-level repair for multimodal generation…
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