SteerCast: Retrieval-Based Latent Steering for Decoder-Only Time Series Forecasting
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New papers, breakthroughs and academic AI research
Why On-Policy Distillation Sometimes Fails: Vanishing Learning Signals
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Looking Inside LLMs: Small-World Connectivity as a Signature of Reasoning Performance
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A persistent accuracy ceiling in automated verbal deception detection
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The Lattice of Transition Laws
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Neuro-Memory Fuzzy Inference System for Mimicking Human-like Car Following Behavior
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A Structural Theory of Cognitive Representation and Problem Solving,Contexts, Invariance, and the Knowledge Space
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Rehearse Everything, Remember Nothing: Attic-KV Rehearses What Will Be Read
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Cited but Not Consulted: A Counterfactual Audit of Legal Chain-of-Thought Faithfulness
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OnTrack: Real-Time Monitoring and Intervention in LLM Agent Trajectories via Streaming Structure-Aware Optimal Transport
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Verdict Without the Rule: Diagnosing and Auditing Regulatory Rule Sensitivity in LLM Compliance Systems
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Overcoming Prior Barriers: Supervised Fine-Tuning under Long-Tail Distribution
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