Verified, not generated: expert-verified AI study materials and the distribution of learning gains in a university course
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New papers, breakthroughs and academic AI research
SanSi: A Looped Typed Decision Model for System 1.5 Thinking
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From Evidence to Action: How Tool-Using Agents Fail
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When Attention Does Not Explain the Peak: Temporal Reference vs. Forecast Output in Attention-Based Time-Series Forecasting
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No Transformer Beats Six Covariates: Long-Horizon Prediction of Depressive Symptoms from Childhood Essays
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SoloQ: Calibration-Free Quantization for Diffusion Language Models
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SchemaFill: Efficient LLM Tool Calling via Slot-Parallel Speculative Decoding
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Will the Judge Flip? Predicting Position-Sensitive LLM Judgments from Residual Stream Activations
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Muon Is Theoretically Wrong For Convolutions, But Empirically Effective
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Reading, Not Manipulating: Leveraging Router Logits for Multimodal Safety in MoE Vision-Language Models
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Nucleus Speculative Decoding: Plausibility-Aware Verification Beyond Exact Distribution
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Optimal Transportation and Alignment Between Gaussian Measures
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