arXiv Artificial IntelligenceLongEarth-R1: Benchmarking and Aligning Vision-Language Models for Long-Horizon Earth Observation Reasoning
arXiv:2608.13344v1 Announce Type: new Abstract: Long-horizon Earth observation reasoning requires models to…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceStateBridge: Training-free Hidden-state Alignment for Latent Communication in LLM Multi-Agent Systems
arXiv:2608.13317v1 Announce Type: new Abstract: Large language model based multi-agent systems usually…
arXiv Artificial IntelligenceNAS-Driven Hardware Accelerator Exploration for Edge AI and Quantization Effects on the Pareto Space
arXiv:2608.13293v1 Announce Type: new Abstract: Edge AI deployment demands neural architectures that are…
arXiv Artificial IntelligenceTowards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision
arXiv:2608.13283v1 Announce Type: new Abstract: Understanding motion in daily living requires context beyond…
arXiv Artificial IntelligenceSovereign by necessity? Frontier AI export controls, cyber security, and the limits of national AI capability
arXiv:2608.13272v1 Announce Type: new Abstract: A small number of firms based in two states produce the most…
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…
arXiv 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…
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