arXiv Artificial IntelligenceIntent-Governed Tool Authorization for AI Agents
arXiv:2606.22916v3 Announce Type: replace Abstract: Tool-using AI agents commonly operate under integration…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceMatilda: Engine-Agnostic Search with Human Policy Guidance
arXiv:2606.25176v3 Announce Type: replace Abstract: Chess engines have evolved from search-based systems…
arXiv Artificial IntelligenceATOD: Annealed Turn-Aware On-Policy Distillation for Multi-Turn Agentic Tasks
arXiv:2606.27814v4 Announce Type: replace Abstract: Training small language-model agents for long-horizon…
arXiv Artificial IntelligenceLinguistic Firewall: Geometry as Defense in Multi-Agent Systems Routing
arXiv:2606.30555v3 Announce Type: replace Abstract: The rapid integration of Large Language Models (LLMs) has…
arXiv Artificial IntelligenceFirstResearch: Auditable Question Formation for LLM Scientific Discovery Agents
arXiv:2607.05682v2 Announce Type: replace Abstract: LLM systems for scientific discovery increasingly assist…
arXiv Artificial IntelligenceWhen LLMs Agree, Are They Right? Auditing Self-Consistency and Cross-Model Agreement as Confidence Signals
arXiv:2607.08065v2 Announce Type: replace Abstract: LLM-as-judge (Zheng et al., 2023) is increasingly the…
arXiv Artificial IntelligenceDo We Really Need Adaptive Global Spatial Attention for Traffic Forecasting?
arXiv:2607.12462v2 Announce Type: replace Abstract: Existing traffic forecasting models commonly focus on…
arXiv Artificial IntelligenceBehavioral Controllability of Agentic Models for Information Extraction: From Fixed Workflows to Reflective Agents
arXiv:2607.15715v2 Announce Type: replace Abstract: Large language model (LLM) agents are increasingly used…
arXiv Artificial IntelligenceResearchArena: Evaluating Sabotage and Monitoring in Automated AI R&D
arXiv:2607.19321v2 Announce Type: replace Abstract: As AI agents begin to automate AI R&D, we need ways to…
arXiv Artificial IntelligenceBeyond Block Boundaries: Multi-Block Editing for Diffusion Large Language Models
arXiv:2607.22663v2 Announce Type: replace Abstract: Block diffusion is the dominant approach for scaling…
arXiv Artificial IntelligenceThe Cost of Knowing: A Resource-Aware Protocol for Benchmarking Hallucination Beyond Static Leaderboards
arXiv:2607.24063v2 Announce Type: replace Abstract: On standard factuality tasks, frontier models now cluster…
arXiv Artificial IntelligenceAgent-UCT: Upper Confidence Bounds Applied to Trees for Agentic Workflow Optimization with Cost-Awareness
arXiv:2607.24162v2 Announce Type: replace Abstract: Optimizing agentic workflows, such as retrieval-augmented…
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