arXiv Artificial IntelligenceThe Hallucination Signal Is a Mean Shift: Why Simple Probes Suffice
arXiv:2608.28930v1 Announce Type: cross Abstract: Hidden-state probes effectively detect LLM hallucinations…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceActiveAugment: Online Active Learning for Augmentation Selection in Deep Learning
arXiv:2608.28923v1 Announce Type: cross Abstract: Data augmentation is a cornerstone of deep learning…
arXiv Artificial IntelligenceStructured State Reconciliation for Human-AI Task Handover
arXiv:2608.28907v1 Announce Type: cross Abstract: Task handover requires communicating enough current state…
arXiv Artificial IntelligenceMoving the Mean Toward the Known Good, Not Beyond It: What Inference-Time Interventions and Weight Consolidation Buy in Open-Ended Generation
arXiv:2608.28886v1 Announce Type: cross Abstract: What does a generation loop gain from learning on its own…
arXiv Artificial IntelligenceHybrid Offline-Online Multi-Agent Decision Transformers for Wireless Resource Management
arXiv:2608.28878v1 Announce Type: cross Abstract: This paper develops a hybrid offline-online multi-agent…
arXiv Artificial IntelligenceNo Detectable Change in Side-Level WER from Prompt-Level Context: A Preregistered Ablation on a Production Oral-History Corpus
arXiv:2608.28875v1 Announce Type: cross Abstract: Supplying context at inference time to a large multimodal…
arXiv Artificial IntelligenceThe Halt Vector: Internalizing a Causal Steering Intervention for Efficient Reasoning
arXiv:2608.28859v1 Announce Type: cross Abstract: Reasoning models do not stop when they know the answer. On…
arXiv Artificial IntelligenceEquivariant Sheaf Neural Networks: Learning Geometric Transport on Graphs
arXiv:2608.28853v1 Announce Type: cross Abstract: Equivariant graph neural networks provide a principled way…
arXiv Artificial IntelligenceA rigor-matched audit of periodic-step layer skipping for efficient llm inference: conflayers versus swift, with a supplemental analysis of trained routing alternatives
arXiv:2608.28846v1 Announce Type: cross Abstract: Layer-skipping methods for efficient LLM inference decide…
arXiv Artificial IntelligenceToward Postural State Classification in Immersive VR with Multimodal Data and Explainability Analysis
arXiv:2608.28844v1 Announce Type: cross Abstract: Ensuring a safe virtual reality (VR) experience requires…
arXiv Artificial IntelligenceCurvature Cryptanalysis of Smooth Transformer Feed-Forward Networks
arXiv:2608.28843v1 Announce Type: cross Abstract: We show that smooth two-layer feed-forward networks (FFNs)…
arXiv Artificial IntelligenceDelegating Before Learning: Where Generative AI Sits in Students' Professional Communication
arXiv:2608.28837v1 Announce Type: cross Abstract: We conducted an interview study with twelve students on…
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