arXiv Artificial IntelligencevToken: Token-Level Virtualization for Reclaimable KV Caches
arXiv:2608.13263v1 Announce Type: new Abstract: Large language model serving faces a critical memory…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceCapability Sheaves for Compositional Agent-Harness Repair: Controlled Quotients and a Real-Repository Stress Test
arXiv:2608.13228v1 Announce Type: new Abstract: Agent harnesses combine retrieval, routing, state…
arXiv Artificial IntelligenceTsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems
arXiv:2608.13221v1 Announce Type: new Abstract: The evaluation of LLM reasoning is moving from final-answer…
arXiv Artificial IntelligenceTeach the Magnitude, Not the Direction: Verifier-Bounded Credit Assignment for Multi-Turn Multi-step LLM Agents
arXiv:2608.13179v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards (RLVR) offers…
arXiv Artificial IntelligenceSkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents
arXiv:2608.13173v1 Announce Type: new Abstract: Agent skills are crucial external instructions that enable…
arXiv Artificial IntelligenceRethinking Normalization Placement for LLMs: Post-Norm under Curriculum Depth Growing
arXiv:2608.13156v1 Announce Type: new Abstract: Pre-norm is the standard normalization placement in modern…
arXiv Artificial IntelligenceNumeracy in Large Language Models: Fundamental Limitations and Paths to Improvement
arXiv:2608.13129v1 Announce Type: new Abstract: Large language models (LLMs) achieve strong results on…
arXiv Artificial IntelligenceSkillEvo: Self-Renewing Evolution Gradients from Multi-Turn Interaction Feedback
arXiv:2608.13120v1 Announce Type: new Abstract: Agent Skills are today either hand-authored or produced in a…
arXiv Artificial IntelligenceRobust Dempster-Shafer Evidence Fusion with Chaos-Conflict Measurement and Historical-Experience Weighting
arXiv:2608.13108v1 Announce Type: new Abstract: Multi-source evidence fusion under Dempster-Shafer theory…
arXiv Artificial IntelligenceMulti-Layer Context Camouflaging: A Semantic Superposition and Contextual Lamination Framework for Malpractice-Resilient Online Assessment
arXiv:2608.13100v1 Announce Type: new Abstract: Contemporary online assessment systems rely primarily on…
arXiv Artificial IntelligenceSPADE: Speculative Decoding for Precise and Low Cost Distributed Edge Cloud Inference
arXiv:2608.13076v1 Announce Type: new Abstract: Large Language Models (LLMs) have achieved remarkable success…
arXiv Artificial IntelligenceEEG-PRIME: Prototype-Aligned Representation Learning with Multi-Level Conditioning for EEG Decoding
arXiv:2608.13072v1 Announce Type: new Abstract: Electroencephalography (EEG) decoding models often generalize…
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