arXiv Artificial IntelligenceDiagnosing Tool-Selection Reasoning in LLM Agents with Canary Tools
arXiv:2608.04719v1 Announce Type: new Abstract: Agent evaluations tell us that a model picked the wrong tool…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceTraceable LLM-Generated Hazard Scenarios for Operational Safety Analysis of Aviation Systems Using ASRS Reports
arXiv:2608.04697v1 Announce Type: new Abstract: Operational hazard analysis of aviation system operations…
arXiv Artificial IntelligenceCalibrating Artificial Guilt: Neurally Grounded Reward Shaping for Prosocial Multi-Agent Reinforcement Learning
arXiv:2608.04663v1 Announce Type: new Abstract: Cooperative multi-agent reinforcement learning often adds…
arXiv Artificial IntelligenceAI Literacy for Legal Translation: Developing Digital Resilience
arXiv:2608.04641v1 Announce Type: new Abstract: Generative AI is transforming legal translation by…
arXiv Artificial IntelligenceA/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing
arXiv:2608.04625v1 Announce Type: new Abstract: Industrial recommendation strategy iteration heavily relies…
arXiv Artificial IntelligenceAgreement Before Diversity: Verification-First Complementarity for Heterogeneous Language-Model Coordination
arXiv:2608.04618v1 Announce Type: new Abstract: Heterogeneous language-model ensembles expand the space of…
arXiv Artificial IntelligenceJoint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks
arXiv:2608.04590v1 Announce Type: new Abstract: The growing deployment of delay-tolerant networks (DTNs) has…
arXiv Artificial IntelligenceWhat Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills
arXiv:2608.04562v1 Announce Type: new Abstract: Agent skills are increasingly optimized by automated feedback…
arXiv Artificial IntelligenceLeak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness
arXiv:2608.04519v1 Announce Type: new Abstract: Benchmarking machine unlearning methods is critical to…
arXiv Artificial IntelligenceCARGO-VL: Counterfactual Arbitration with Risk-Constrained Group Optimization for Vision-Language Models
arXiv:2608.04509v1 Announce Type: new Abstract: Vision-language systems combine images with retrieved text…
arXiv Artificial IntelligenceArchitectural Implications of Agentic AI Workflows
arXiv:2608.04458v1 Announce Type: new Abstract: Agentic AI is emerging in datacenters, but its architectural…
arXiv Artificial IntelligenceNeuMoSync: End-to-End Neuromodulatory Control for Plasticity and Adaptability in Continual Learning
arXiv:2608.04358v1 Announce Type: new Abstract: Continual learning (CL) requires models to learn tasks…
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