arXiv Artificial IntelligenceSelf-Play Meets Skill Evolution: Self-Evolving Search Agents that Pose, Solve, and Remember
arXiv:2607.29468v1 Announce Type: new Abstract: Self-play agents can generate training problems without…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceModelEquivBench: Certifying Multi-Relational Evaluation of LLM-Generated Optimization Models
arXiv:2607.29431v1 Announce Type: new Abstract: Large language models increasingly generate optimization…
arXiv Artificial IntelligenceBeyond Component Testing: Validating Agentic AI Systems
arXiv:2607.29405v1 Announce Type: new Abstract: Agentic AI systems act through multi-step trajectories that…
arXiv Artificial IntelligenceMAGA: Multi-Platform Self-Fusion of GUI Agents via Structured Action Distillation
arXiv:2607.29320v1 Announce Type: new Abstract: Graphical user interface (GUI) agents based on large language…
arXiv Artificial IntelligenceTool Specifications Matter: Uncovering and Mitigating Safety Risks in AI Agents
arXiv:2607.29254v1 Announce Type: new Abstract: AI agents extend large language models (LLMs) with external…
arXiv Artificial IntelligenceDon't Mix Rewards, Mix Policies: Policy Decomposition and Optimization for Multi-Reward RL
arXiv:2607.29246v1 Announce Type: new Abstract: Modern large language models (LLMs) are expected not just to…
arXiv Artificial IntelligenceMirrorCraft: Paired Evaluation under Hidden Rule Changes in Minecraft
arXiv:2607.29218v1 Announce Type: new Abstract: With the prosperity of the large language models (LLMs), it…
arXiv Artificial IntelligenceCAGE: Certified Authorization under Typed-Return Uncertainty for Tool-Using Agents
arXiv:2607.29190v1 Announce Type: new Abstract: Tool-using LLM agents act on typed tool returns, records…
arXiv Artificial IntelligenceHarnessing the Wisdom of LLM Crowds through Complementarity-Driven Iterative Collaboration
arXiv:2607.29087v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly deployed in…
arXiv Artificial IntelligenceA Generalized-Bayes Perspective on Counterfactual Explanations: Posterior-Based Decision-Making and Evaluation
arXiv:2607.29077v1 Announce Type: new Abstract: Counterfactual explanations (CEs) enhance the…
arXiv Artificial IntelligenceOn the Generalization of Steering Vectors for Chain-of-Thought Faithfulness
arXiv:2607.29062v1 Announce Type: new Abstract: Model capabilities have improved in large part due to scaling…
arXiv Artificial IntelligenceEvidence-Grounded Constraint Checking in Construction Documents
arXiv:2607.29058v1 Announce Type: new Abstract: Professional-document review is a constraint-checking problem…
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