arXiv Artificial IntelligenceSimGuide: Typed Multi-Context User Representations for Preference-Conditioned Agent Planning
arXiv:2608.24888v2 Announce Type: replace Abstract: Agents that act on a user's behalf must plan differently…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceMasked Distillation: Internalizing the Chain-of-Thought in Language Models
arXiv:2607.22629v2 Announce Type: replace Abstract: Large Reasoning Models (LRMs) produce long, explicit…
arXiv Artificial IntelligenceDynamicMCPBench: A Trace-Grounded, Effect-Scored Benchmark for LLM Agents over Live MCP Servers
arXiv:2607.20531v2 Announce Type: replace Abstract: Large language model (LLM) agents are increasingly…
arXiv Artificial IntelligenceEvoSQL: Memory-Augmented Critic-Generator Co-Evolution for Text-to-SQL
arXiv:2607.20489v2 Announce Type: replace Abstract: Text-to-SQL has advanced rapidly with large language…
arXiv Artificial IntelligenceWorldCupArena: Fine-Grained Evaluation of Language Models and Deep-Research Agents on Football Forecasting
arXiv:2607.18084v2 Announce Type: replace Abstract: Predicting a football match before kickoff requires more…
arXiv Artificial IntelligenceCan Agentic Trading Systems Pay for Their Own Intelligence?
arXiv:2607.10286v2 Announce Type: replace Abstract: Large language model (LLM) agents are increasingly used…
arXiv Artificial IntelligenceAgora: Enhancing LLM Agent Reasoning Via Auction-Based Task Allocation
arXiv:2607.09600v2 Announce Type: replace Abstract: Enhancing the reasoning capabilities of large language…
arXiv Artificial IntelligenceWhere Knowledge and Authority Sit Changes What an Agent Benchmark Can Resolve
arXiv:2607.02975v2 Announce Type: replace Abstract: Most agent benchmarks put facts, tools and permissions…
arXiv Artificial IntelligenceMnemosyne: Agentic Transaction Processing for Validating and Repairing AI-generated Workflows
arXiv:2607.00269v3 Announce Type: replace Abstract: LLMs increasingly generate workflow actions and repairs…
arXiv Artificial IntelligenceCOMPASS: Grounding Composition-Intent Guidance in Unified Multimodal Models
arXiv:2606.28696v2 Announce Type: replace Abstract: Composition is a high-level visual intent that governs…
arXiv Artificial IntelligenceRIFT-Bench: Dynamic Red-teaming For Agentic AI Systems
arXiv:2606.23927v2 Announce Type: replace Abstract: Agentic AI systems powered by large language models…
arXiv Artificial IntelligenceIn LLM Reasoning, there is Irrationality on top of Value Misalignment
arXiv:2606.20624v2 Announce Type: replace Abstract: Significant progress has been made in aligning LLMs with…
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