arXiv Artificial IntelligenceBeyond Suspicious Steps: Ontological Trust in Long-Horizon Agents
arXiv:2608.17718v1 Announce Type: new Abstract: Long-horizon agents increasingly operate across many steps…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceMixture-of-Expert Blocks Contain Strong Hallucination Detection Signals
arXiv:2608.17687v1 Announce Type: new Abstract: Despite their widespread use, Large Language Models (LLMs)…
arXiv Artificial IntelligenceAuditing Self-Evolution in Financial Agents: Capability Gains, Security Drift, and Execution-Interface Mismatch
arXiv:2608.17684v1 Announce Type: new Abstract: Self-evolving agents turn experience into reusable skills…
arXiv Artificial IntelligenceGraphWake: Group Polarization via Memory-Mediated Polarization Cascade in LLM-Agent Communities
arXiv:2608.17665v1 Announce Type: new Abstract: LLM-driven agents can autonomously exchange opinions on…
arXiv Artificial IntelligenceLLM-Derived Preference Judgments Are Not Self-Consistent
arXiv:2608.17644v1 Announce Type: new Abstract: Agents increasingly interpret a person's natural-language…
arXiv Artificial IntelligenceValidated Adaptation for Aerial Crowd Monitoring at Mass Gathering Scale: A Deployment Protocol, a Severity Law, and a Diagnostic for Label-Free Drone Crowd Counting, Toward the FIFA World Cup 2034 (Saudi Arabia)
arXiv:2608.17625v1 Announce Type: new Abstract: Saudi Arabia will host the 2034 FIFA World Cup and already…
arXiv Artificial IntelligenceMoNe: Modular Neural Memory for Efficient Long Context Inference
arXiv:2608.17616v1 Announce Type: new Abstract: We present MoNe, a lightweight modular neural memory that…
arXiv Artificial IntelligenceTRUSS: Towards Task-Reliable and User-Safe Automated Agent Skill Generation
arXiv:2608.17588v1 Announce Type: new Abstract: Agent Skills package reusable natural language procedures…
arXiv Artificial IntelligenceQuantifying Risk Under Evolving Uncertainty: Belief-Dependent Robustness for Safe Sequential Decision Making
arXiv:2608.17574v1 Announce Type: new Abstract: How cautious should an agent be while it is still learning…
arXiv Artificial IntelligenceWhen to Review: Spaced Repetition for Continual Pre-Training of Language Models
arXiv:2608.17530v1 Announce Type: new Abstract: Continual pre-training of large language models must acquire…
arXiv Artificial IntelligenceAgent Lightning v1.0: Towards Harnessed Agentic RL
arXiv:2608.17528v1 Announce Type: new Abstract: Modern agents operate inside agent harnesses that manage…
arXiv Artificial IntelligenceSGHA: Evidence-Grounded Research Problem Discovery with Local Language Models
arXiv:2608.17501v1 Announce Type: new Abstract: Recent efforts toward fully automated AI scientists have…
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