arXiv Artificial IntelligenceReachability Is Not Realization: Tracing the Sources of LLM Benchmark Gains
arXiv:2608.03219v1 Announce Type: new Abstract: Benchmark gains are often treated as evidence of greater LLM…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceThe Agent Operating System (AOS): A Reference Operating Architecture for Distributed Agentic Systems
arXiv:2608.03214v1 Announce Type: new Abstract: Large language models have transformed artificial…
arXiv Artificial IntelligenceWhen Refusal Looks Safe: The Refusal-Cue Shortcut in Safety Guard Models
arXiv:2608.03201v1 Announce Type: new Abstract: Safety guards are widely used to filter harmful content and…
arXiv Artificial IntelligenceTumorBoard: Evidence-Grounded Multi-Agent Decision Support for Longitudinal Neuro-Oncology
arXiv:2608.03190v1 Announce Type: new Abstract: Neuro-oncology decisions require coordinated interpretation…
arXiv Artificial IntelligenceDiversity is Not Ambiguity: Toward Accurate and Efficient Ambiguity Detection for Open-Domain QA
arXiv:2608.03177v1 Announce Type: new Abstract: How can question answering (QA) systems determine whether a…
arXiv Artificial IntelligenceAdversarial Stress Testing of Role-Playing Language Agents using Multi-Agent Evaluation
arXiv:2608.03166v1 Announce Type: new Abstract: Role-Playing Language Agents (RPLAs) are increasingly…
arXiv Artificial IntelligenceEvidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning
arXiv:2608.03161v1 Announce Type: new Abstract: Lecture videos distribute knowledge across speech, slide…
arXiv Artificial IntelligenceUniGD: A Unified Generative-Discriminative Framework for Industrial Retrieval
arXiv:2608.03150v1 Announce Type: new Abstract: Generative retrieval (GR) is a promising paradigm for…
arXiv Artificial IntelligenceSpatial proteomics guided by H&E-based AI reveals recurrence-risk niches in triple-negative breast cancer
arXiv:2608.03145v1 Announce Type: new Abstract: Deep learning models can predict cancer recurrence from H&E…
arXiv Artificial IntelligenceVerifiable Memory: Learning Unified Memory Management with Local and Global Verifiers for Large Language Model Agents
arXiv:2608.03137v1 Announce Type: new Abstract: Large language model (LLM) agents must retain reusable…
arXiv Artificial IntelligenceBeyond Average Performance: Dynamic Instance Clustering and Specialized Algorithm Design in LLM-Assisted Evolutionary Search
arXiv:2608.03129v1 Announce Type: new Abstract: Large Language Model-assisted Evolutionary Search (LES) has…
arXiv Artificial IntelligenceDon't Peek at the Answer: Outcome-Masked Group Relative Policy Optimization for Label-Free RLVR
arXiv:2608.03119v1 Announce Type: new Abstract: Reinforcement Learning with Verifiable Rewards (RLVR)…
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