arXiv Artificial IntelligenceSymbolLKG: Towards Verifiable Logical Reasoning via Logical Knowledge Graph and Symbolic Solvers
arXiv:2608.26836v1 Announce Type: new Abstract: Large Language Models (LLMs) have demonstrated remarkable…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceDecoupling Planning and Control for Instructable Agents
arXiv:2608.26788v1 Announce Type: new Abstract: Recent work shows that pre-trained, instruction-tuned…
arXiv Artificial IntelligenceAI Control Scientist: LLM-driven Agentic System for Automated Control Design
arXiv:2608.26780v1 Announce Type: new Abstract: Control system design is critical for modern industry, such…
arXiv Artificial IntelligenceCategorizer Automata for Discounted-Sum Payoffs
arXiv:2608.26763v1 Announce Type: new Abstract: Categorizing continuous data into discrete bins is a…
arXiv Artificial IntelligenceDEEPCHART: How Far are LLMs from Faithful Data-Science Chart Generation?
arXiv:2608.26757v1 Announce Type: new Abstract: Faithful chart generation in real-world data-science…
arXiv Artificial IntelligenceDiscovering Relationships in Data Lakes Using Large Language Models: An Industrial Case
arXiv:2608.26750v1 Announce Type: new Abstract: Data lakes rely on metadata to remain usable, yet this meta…
arXiv Artificial IntelligenceAgentFold: Closed-Loop Agentic Search for Protein Folding Model Design
arXiv:2608.26747v1 Announce Type: new Abstract: Scientific LLM agents have shown promise in literature…
arXiv Artificial IntelligenceGraph-Guided Selective Unlearning for Language Models: Controlling Support Routes Beyond Forget Seeds
arXiv:2608.26743v1 Announce Type: new Abstract: Enterprises fine-tune language models on proprietary data…
arXiv Artificial IntelligenceKnowing When Not to Reuse: Conditional Experience Transfer in Autonomous LLM Post-Training
arXiv:2608.26730v1 Announce Type: new Abstract: Large language models offer broad capabilities, but adapting…
arXiv Artificial IntelligenceStyle as a Confound: False Positives in AI Detection of Non-Native Academic Writing
arXiv:2608.26710v1 Announce Type: new Abstract: AI text detectors are increasingly employed in academic…
arXiv Artificial IntelligenceAccelerating Scientific Research with Gemini in the Real-World
arXiv:2608.26701v1 Announce Type: new Abstract: We present an extension and comprehensive real-world…
arXiv Artificial IntelligenceFive Primitives for Governing Autonomous AI Agents at Runtime
arXiv:2608.26696v1 Announce Type: new Abstract: Enterprise deployments of autonomous AI agents inherit a…
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