arXiv Artificial IntelligenceValidation-Frontier Representation Selection under Constrained Observation
arXiv:2608.15095v1 Announce Type: new Abstract: AI systems deployed outside clean benchmark settings often…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceStateM: Reaching 95.3% Raw Accuracy, or a \$15 Frontier Run, on Terminal-Bench 2.1 via Harness Scaling
arXiv:2608.15089v1 Announce Type: new Abstract: Long-horizon agents can fail even when their underlying…
arXiv Artificial IntelligenceBeyond Thresholds: A Quality-Aware Decision Intelligence Framework for Cold Chain IoT Systems
arXiv:2608.15082v1 Announce Type: new Abstract: Cold chain logistics has advanced technologically, yet most…
arXiv Artificial IntelligenceFunnel of Thoughts: Efficient Test-Time Scaling via Early Voting and Rollout Pruning
arXiv:2608.15065v1 Announce Type: new Abstract: Large Reasoning Models produce diverse, sometimes…
arXiv Artificial IntelligenceLongDocBench: Benchmarking TOC Hierarchy and Contextual Relationship Recovery in Long Documents
arXiv:2608.15064v1 Announce Type: new Abstract: Parsing visual documents into machine-readable…
arXiv Artificial IntelligenceGraphLoom: Reliability-Calibrated Graph Evidence Routing for Multimodal KG-RAG
arXiv:2608.15056v1 Announce Type: new Abstract: Multimodal retrieval-augmented generation (RAG) systems often…
arXiv Artificial IntelligenceTAHB: A Comprehensive Benchmark for Text-Attributed Hypergraph Learning
arXiv:2608.15055v1 Announce Type: new Abstract: Hypergraphs effectively model higher-order groupwise…
arXiv Artificial IntelligenceSCOPE: Score-Isolated Agentic Optimization for Video World Models
arXiv:2608.15043v1 Announce Type: new Abstract: Video world models are increasingly used as simulators for…
arXiv Artificial IntelligenceLLM-Based Hierarchical Coordinated Control with Continuation-Aware Policy Learning
arXiv:2608.15041v1 Announce Type: new Abstract: Coordinating multiple interacting units in complex…
arXiv Artificial IntelligenceGathered, Not Admitted: How Attention Brings a Latent Variable into Verbalizable Form
arXiv:2608.15022v1 Announce Type: new Abstract: Language models hold latent quantities in a form they can…
arXiv Artificial IntelligenceDoes a Tool Result Carry More Authority Than Plain Text? Three Prospective Studies of False-Claim Adoption in a Synthetic Assignment Task with Claude Opus 5
arXiv:2608.14992v1 Announce Type: new Abstract: Language-model systems increasingly read from stores they…
arXiv Artificial IntelligenceDemand-Driven Vertiport Siting and Discrete-Event Fleet Simulation for On-Demand Urban Air Mobility Network Design
arXiv:2608.14974v1 Announce Type: new Abstract: This paper presents a demand-driven framework for on-demand…
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