arXiv Artificial IntelligenceA Minimal $\kappa$--$\tau$ Logic for Risk-Sensitive Abduction
arXiv:2608.08192v1 Announce Type: new Abstract: Standard approaches to abductive reasoning can retain…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceJanus: An Algorithm-Evaluator Co-Evolution Framework for LLM-Driven Discovery under Expensive Evaluation Budgets
arXiv:2608.08189v1 Announce Type: new Abstract: LLM-driven program discovery relies on rapid evaluator…
arXiv Artificial IntelligenceQuantization Degradation in Large Language Models: A Signal-Noise Perspective
arXiv:2608.08188v1 Announce Type: new Abstract: Post-training quantization reduces the deployment cost of…
arXiv Artificial IntelligenceLarge Multimodal Agents for Intelligent Transportation Systems: Architectures, Evidence, and Deployment Challenges
arXiv:2608.08184v1 Announce Type: new Abstract: Large multimodal agents (LMAs) are increasingly proposed for…
arXiv Artificial IntelligenceMatching Supervision to the Student's Learning Capacity: A Unified Framework for On-Policy Self-Distillation
arXiv:2608.08176v1 Announce Type: new Abstract: On-policy self-distillation (OPSD) improves the reasoning…
arXiv Artificial IntelligenceAgentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy
arXiv:2608.08163v1 Announce Type: new Abstract: The convergence of the Metaverse and Large Language Model…
arXiv Artificial IntelligenceWhen Is a Steerable Concept Representation Real? Measurement Confounds in a Cross-Family Audit of Neuroscience Parallels in LLMs
arXiv:2608.08159v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly reported to…
arXiv Artificial IntelligenceA Unified Framework for Dynamic Reward Shaping in Reinforcement Learning
arXiv:2608.08158v1 Announce Type: new Abstract: Sparse, delayed, and weakly informative rewards remain…
arXiv Artificial IntelligenceLong SKILL Compliance as Logical Reasoning: Closure-Grounded Detection with Scaling-Guided On-Policy Distillation
arXiv:2608.08146v1 Announce Type: new Abstract: The increasing complexity of enterprise business scenarios…
arXiv Artificial IntelligenceTokenPrint: A Calibrated Token-Space Fingerprint for Language-Model Provenance
arXiv:2608.08139v1 Announce Type: new Abstract: Establishing the provenance of a language model---including…
arXiv Artificial IntelligenceImproving Constraint Models with LLM Agents
arXiv:2608.08127v1 Announce Type: new Abstract: The runtime of Constraint Programming (CP) solvers is highly…
arXiv Artificial IntelligenceConstraining ontology mappings using metaphysical choices
arXiv:2608.08122v1 Announce Type: new Abstract: In this paper we discuss the foundations behind a novel…
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