arXiv Artificial IntelligenceTraceCoder: Explainable and Auditable Code Generation with Position-Key Snippet Versioning
arXiv:2607.26307v1 Announce Type: new Abstract: Contemporary LLM-based coding agents produce code as…
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arXiv Artificial IntelligencearXiv Artificial IntelligencePosition: Evaluation Scores Are Perishable Knowledge Claims
arXiv:2607.26191v1 Announce Type: new Abstract: Evaluation methodologies for language models increasingly…
arXiv Artificial IntelligenceGoGoTB: Agentic RTL Verification with Specification-Grounded Coverage Closure
arXiv:2607.26181v1 Announce Type: new Abstract: Functional verification dominates integrated circuit (IC)…
arXiv Artificial IntelligenceGuideSkill: Evolving Executable LLM Agent Skills for Guideline-Grounded Clinical Reasoning
arXiv:2607.26160v1 Announce Type: new Abstract: Clinical practice guidelines (CPGs) encode diagnostic…
arXiv Artificial IntelligenceClinLens: Towards Long-Horizon Coding Agents for Longitudinal Multimodal Clinical Data Science
arXiv:2607.26155v1 Announce Type: new Abstract: Clinical data-science agents must transform heterogeneous…
arXiv Artificial IntelligenceEven More Deception: Objective Misalignment in Mixed-Motive LLM Multi-Agent Systems
arXiv:2607.26120v1 Announce Type: new Abstract: Large Language Models (LLMs)-powered multi-agent systems are…
arXiv Artificial IntelligenceProbing the Origins of Reasoning Performance: Representational Quality for Mathematical Problem-Solving in RL vs. SFT Fine-Tuned Models
arXiv:2607.26119v1 Announce Type: new Abstract: Large reasoning models trained via reinforcement learning…
arXiv Artificial IntelligenceDirectional Influence Function: Estimating Training Data Influence in Constrained Learning
arXiv:2607.23388v3 Announce Type: replace-cross Abstract: As constrained learning becomes increasingly…
arXiv Artificial IntelligenceKnowledge-Guided Multimodal Reasoning over Interacting Streams for Video-Level Ambivalence and Hesitancy Recognition
arXiv:2607.25961v2 Announce Type: replace-cross Abstract: Ambivalence and hesitancy (A/H) are conflicting…
arXiv Artificial IntelligenceDetecting Knowledge Inconsistencies Across Text, Tables, and Knowledge Graphs
arXiv:2607.25959v2 Announce Type: replace-cross Abstract: Wikipedia and Wikidata are widely used for…
arXiv Artificial IntelligenceTools Are Not Islands: Set-Level Tool Retrieval for LLM Agents via Query-Conditioned Hyperedge Prediction
arXiv:2607.25718v2 Announce Type: replace-cross Abstract: Large language model (LLM) agents increasingly rely…
arXiv Artificial IntelligenceBeyond Self-Knowledge: Propagating Uncertainty Across Reasoning and Retrieval in LLMs
arXiv:2607.25600v2 Announce Type: replace-cross Abstract: Retrieval-augmented generation improves…
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