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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arXiv Artificial IntelligencearXiv Artificial IntelligenceSkillClaw: Let Skills Evolve Collectively with Agentic Evolver
arXiv:2604.08377v2 Announce Type: replace Abstract: Large language model (LLM) agents such as OpenClaw rely…
arXiv Artificial IntelligenceA Statistical Framework for Auditing Behavioral Dependence and Induced Bias in LLM Judges
arXiv:2604.07650v2 Announce Type: replace Abstract: The rapid growth of the large language model (LLM)…
arXiv Artificial IntelligenceAIVV: Neuro-Symbolic LLM Agent-Integrated Verification and Validation for Trustworthy Autonomous Systems
arXiv:2604.02478v2 Announce Type: replace Abstract: Deep learning models excel at detecting anomaly patterns…
arXiv Artificial IntelligenceSelf-Routing: Parameter-Free Expert Routing from Hidden States
arXiv:2604.00421v3 Announce Type: replace Abstract: Mixture-of-Experts (MoE) layers increase model capacity…
arXiv Artificial IntelligenceSciVisAgentBench: A Benchmark for Evaluating Scientific Data Analysis and Visualization Agents
arXiv:2603.29139v4 Announce Type: replace Abstract: Recent advances in large language models (LLMs) have…
arXiv Artificial IntelligenceMonitorBench: A Comprehensive Benchmark for Chain-of-Thought Monitorability in Large Language Models
arXiv:2603.28590v3 Announce Type: replace Abstract: Large language models (LLMs) can generate chains of…
arXiv Artificial IntelligenceBridging the Evaluation Gap: Standardized Benchmarks for Multi-Objective Search
arXiv:2603.24084v2 Announce Type: replace Abstract: Empirical evaluation in multi-objective search (MOS) has…
arXiv Artificial IntelligenceEl Agente Gr\'afico: A Semantic Execution Runtime for Scientific Agents
arXiv:2602.17902v2 Announce Type: replace Abstract: Large language models (LLMs) can plan scientific…
arXiv Artificial IntelligenceAutoRefine: Compiling Trajectories into Validated Typed Agent Artifacts
arXiv:2601.22758v2 Announce Type: replace Abstract: Large language model agents repeatedly encounter related…
arXiv Artificial IntelligencePosition: Certifiable State Integrity Should Be Built from Local Validity, Not Global Scale
arXiv:2601.21249v2 Announce Type: replace Abstract: Breakthroughs in language and vision have motivated…
arXiv Artificial IntelligenceMulti-Granular Node Pruning for Causal Circuit Discovery
arXiv:2512.10903v3 Announce Type: replace Abstract: Circuit discovery aims to identify minimal subnetworks…
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