arXiv Artificial IntelligenceT-LLM Compiler: Trusted LLM-based Code Optimization and Verification Framework
arXiv:2608.14953v1 Announce Type: new Abstract: Recent advances in Large Language Models (LLMs) have opened…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceTrust Is Not Enough: Influence Calibration for On-Policy Self-Distillation in Agentic RL
arXiv:2608.14945v1 Announce Type: new Abstract: On-policy self-distillation (OPSD) gives language agents…
arXiv Artificial IntelligenceSkill Blocks: How Should an Agent Load Its Skill? A Caching-Correct Comparison of Pre-load, On-Demand Tool-Loading, Progressive Disclosure, and Hybrid
arXiv:2608.14943v1 Announce Type: new Abstract: Agent skills are often injected in full on every request…
arXiv Artificial IntelligenceWhen Is an Agent Evaluation Over? Outcome Finality and Cross-Unit Separation
arXiv:2608.14940v1 Announce Type: new Abstract: Current agent evaluations score models on the state visible…
arXiv Artificial IntelligenceSmall Models Scout Bottleneck Order for Large-Model Data Control
arXiv:2608.14936v1 Announce Type: new Abstract: Small proxy models are commonly used to identify data…
arXiv Artificial IntelligenceLLMs Can Predict Failure Risk, But Struggle to Predict Which Collaboration Protocol Pays Off: Cost-Aware Protocol Routing Across Reasoning Tasks
arXiv:2608.14927v1 Announce Type: new Abstract: Multi-agent large language model (LLM) systems can improve…
arXiv Artificial IntelligenceFrontier AI Forecasting Has a Measurement Problem: An Audit of Progress Evidence
arXiv:2608.14903v1 Announce Type: new Abstract: Quantitative forecasts of frontier artificial intelligence…
arXiv Artificial IntelligencePersonalized Auto-Research: Towards a True AI Co-Scientist
arXiv:2608.14881v1 Announce Type: new Abstract: AI co-scientists that generate hypotheses, retrieve related…
arXiv Artificial IntelligenceJarvisBench: Always-on Intelligence Between Humans and Agents
arXiv:2608.14870v1 Announce Type: new Abstract: Long-horizon agents can execute continuously, but human…
arXiv Artificial IntelligenceDiscovering High-Quality Chess Puzzles with Offline Reinforcement Learning
arXiv:2608.14851v1 Announce Type: new Abstract: Learning and skill mastery require extensive and deliberate…
arXiv Artificial IntelligenceWhat the Reranker Sees: Multi-Aspect Page Annotation for Long-Document Multimodal Question Answering
arXiv:2608.14841v1 Announce Type: new Abstract: Long-document visual question answering (VQA) over documents…
arXiv Artificial IntelligenceMINT: Min-Selection Preference Distillation for Balanced Multi-Objective Alignment
arXiv:2608.14828v1 Announce Type: new Abstract: Aligning a language agent to several objectives at once is a…
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