arXiv Artificial IntelligenceFrom SQL Generation to Tool Selection: A Domain-Oriented Pattern for MCP Servers
arXiv:2608.22063v1 Announce Type: new Abstract: Agents built on Large Language Models (LLMs) increasingly…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceSearch Broadly, Seek Evidence on Both Sides, Decide Narrowly: Evidence-Admissible GraphRAG for Longitudinal Clinical Event Verification
arXiv:2608.22062v1 Announce Type: new Abstract: Longitudinal clinical event-relation verification determines…
arXiv Artificial IntelligenceMEMORY Wins All: Indirect Bias Injection Attacks via Social Media Feeds
arXiv:2608.22061v1 Announce Type: new Abstract: Personal AI agents routinely consume external content while…
arXiv Artificial IntelligenceMore Accurate or More Efficient? Evaluating Locally Deployed Compact Open-Weight Language Models for Mathematical Reasoning
arXiv:2608.22048v1 Announce Type: new Abstract: Large language models are increasingly deployed on local…
arXiv Artificial IntelligenceOne-Step Evolution for Long-Time Extrapolation: An Error-Bound-Informed and Prior-Guided Neural Residual Framework for Autonomous PDEs
arXiv:2608.22026v1 Announce Type: new Abstract: Accurate simulation of the long-time evolution of systems…
arXiv Artificial IntelligenceDynaContext: Self-Improving Dynamic Contextualization of Optimized Prompts for Heterogeneous Parameter Extraction
arXiv:2608.22014v1 Announce Type: new Abstract: Automated prompt and skill optimization typically produces a…
arXiv Artificial IntelligenceRedteaming Leading Arabic LLMs with ASAS
arXiv:2608.21985v1 Announce Type: new Abstract: As the adoption of large language models (LLMs) grows in…
arXiv Artificial IntelligenceBeyond Similarity: Heterogeneous Graph Learning for Multi-Objective Food Substitution in Charitable Food Agencies
arXiv:2608.21979v1 Announce Type: new Abstract: Charitable food agencies play an important role in…
arXiv Artificial IntelligenceClosed-loop AI achieves certifiable engineering design
arXiv:2608.21976v1 Announce Type: new Abstract: Agentic AI has automated parts of scientific discovery…
arXiv Artificial IntelligenceRepo2Skill-Evo: Repository Skills Go Stale in Silence
arXiv:2608.21964v1 Announce Type: new Abstract: Large language model (LLM) agents increasingly operate over…
arXiv Artificial IntelligenceSSDi8: Accurate and Efficient 8-bit Quantization for State Space Duality
arXiv:2608.21952v1 Announce Type: new Abstract: Recent advances in sequence modeling have highlighted Mamba…
arXiv Artificial IntelligenceTessIndex: Capability Verified Identity System for the Agent Economy
arXiv:2608.21942v1 Announce Type: new Abstract: Software systems have traditionally been organized around…
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