arXiv Artificial IntelligenceWhen Should Models Change Their Minds? Contextual Belief Management in Large Language Models
arXiv:2605.30219v2 Announce Type: replace Abstract: Long-horizon interactions require language models to…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceVLA-Trace: Diagnosing Vision-Language-Action Models through Representation and Behavior Tracing
arXiv:2605.30117v2 Announce Type: replace Abstract: Understanding how Vision-Language-Action (VLA) models…
arXiv Artificial IntelligenceCitation-Closure Retrieval and Per-Rule Attribution for Real-World Regulatory Compliance Question Answering
arXiv:2605.29742v2 Announce Type: replace Abstract: Deploying Large Language Models (LLMs) for regulatory…
arXiv Artificial IntelligenceAdopt $\neq$ Adapt: Longitudinal Analyses of LLM Conversations in the Wild
arXiv:2605.29018v2 Announce Type: replace Abstract: Although a growing body of research has begun to describe…
arXiv Artificial IntelligenceZipping the Thought: When and How Compressed Reasoning Data Works in LLM Post-Training
arXiv:2605.28008v2 Announce Type: replace Abstract: Large language models (LLMs) can now solve complex…
arXiv Artificial IntelligenceAsyncTool: Evaluating the Asynchronous Function Calling Capability under Multi-Task Scenarios
arXiv:2605.27995v3 Announce Type: replace Abstract: Large language model (LLM)-based agents have shown strong…
arXiv Artificial IntelligenceVeriTrace: Evolving Mental Models for Deep Research Agents
arXiv:2605.26081v2 Announce Type: replace Abstract: Deep research agents face vast, interdependent, and…
arXiv Artificial IntelligenceAgent-as-Peer-Debriefer: A Multi-Agent Framework with Perspective-Based Refinement for Qualitative Analysis
arXiv:2605.24600v3 Announce Type: replace Abstract: Large language models (LLMs) are increasingly used for…
arXiv Artificial IntelligenceSummoning the Oracle to Slay It: Mitigating Look-Ahead Bias in Financial Backtesting with Large Language Models
arXiv:2605.24564v2 Announce Type: replace Abstract: Backtesting large language models (LLMs) on historical…
arXiv Artificial IntelligenceSciAtlas: A Computable Atlas of Science for Knowledge-Grounded AI Research
arXiv:2605.22878v2 Announce Type: replace Abstract: Artificial intelligence is rapidly entering the core…
arXiv Artificial IntelligenceUseful Memories Become Faulty When Continuously Updated by LLMs
arXiv:2605.12978v2 Announce Type: replace Abstract: Learning from past experience benefits from two…
arXiv Artificial IntelligenceFirst-Order Efficiency for Probabilistic Value Estimation via A Statistical Viewpoint
arXiv:2605.02827v2 Announce Type: replace Abstract: Probabilistic values, including Shapley values and…
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