arXiv Artificial IntelligenceHuman agency in initial human-AI proof formalization workflows
arXiv:2606.04273v2 Announce Type: replace Abstract: For centuries, human mathematicians have written proofs…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceTowards Understanding Modality Interaction in Multimodal Language Models via Partial Information Decomposition
arXiv:2606.00959v2 Announce Type: replace Abstract: Understanding how multimodal large language models use…
arXiv Artificial IntelligenceThe Deterministic Horizon: When Extended Reasoning Fails and Tool Delegation Becomes Necessary
arXiv:2606.00376v2 Announce Type: replace Abstract: Extended chain-of-thought reasoning can degrade…
arXiv Artificial IntelligenceUnderstanding and Mitigating Premature Confidence for Better LLM Reasoning
arXiv:2605.24396v2 Announce Type: replace Abstract: Long chains of thought (CoT) from current language models…
arXiv Artificial IntelligenceAgentPSO: Evolving Agent Reasoning Skill via Multi-agent Particle Swarm Optimization
arXiv:2605.08704v3 Announce Type: replace Abstract: Multi-agent reasoning has shown promise for improving the…
arXiv Artificial IntelligenceC2L-Net: A Data-Driven Model for State-of-Charge Estimation of Lithium-Ion Batteries During Discharge
arXiv:2605.08653v2 Announce Type: replace Abstract: Accurate state-of-charge (SOC) estimation is critical for…
arXiv Artificial IntelligenceFitText: Evolving Agent Tool Ecologies via Memetic Retrieval
arXiv:2605.02411v4 Announce Type: replace Abstract: Efficient reasoning is not only a matter of shortening an…
arXiv Artificial IntelligenceZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems
arXiv:2604.23878v3 Announce Type: replace Abstract: ZenBrain is a seven-layer, neuroscience-derived memory…
arXiv Artificial IntelligenceRankGuide: Tensor-Rank-Guided Routing and Steering for Efficient Reasoning
arXiv:2604.16694v2 Announce Type: replace Abstract: Large reasoning models (LRMs) enhance problem-solving…
arXiv Artificial IntelligenceCollaborative Multi-Agent Scripts Generation for Enhancing Imperfect-Information Reasoning in Murder Mystery Games
arXiv:2604.11741v2 Announce Type: replace Abstract: Vision-language models (VLMs) have shown impressive…
arXiv Artificial IntelligenceFinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks
arXiv:2604.10015v3 Announce Type: replace Abstract: Recent studies demonstrate that tool-calling capability…
arXiv Artificial IntelligenceDRBENCHER: Can Your Agent Identify the Entity, Retrieve Its Properties and Do the Math?
arXiv:2604.09251v3 Announce Type: replace Abstract: Deep research agents increasingly interleave web browsing…
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