Reproducing Transparent and Scrutable Recommendations: Exploring Open-Weight Models via Natural-Language User Profiles
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New papers, breakthroughs and academic AI research
Hypernetwork-Parameterized Spatially Adaptive Neural Operators for PDE Learning
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Placement Is Free, Composition Is Not: The Latin Square as a Provably-Balanced Construction for Heterogeneous Sequence-Mixer Stacks
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The future of practice: Enabling teachers to create learning interactives with generative UI
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OBC-Prune: Outcome-Based Calibration for Large Reasoning Model Pruning
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When Is Graph Structure Worth Its Cost? The Case for Structure Pricing in Retrieval-Augmented Generation
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Symbolic Temporal Supervision of LLM Agents Using Contracts
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REPAIR: Resolving Long-Tail Confusion in Scientific Retrievers via Fact-Verified Iterative Refinement
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Decodability is Not Causality: Dissociating Probe Readouts from Behavioral Drivers via SAE Decomposition
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AutoTuneBench: Trustworthy Measurement for Agent Auto-Tuning of LLM Serving Engines
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WFM: Wiki Foundation Model for Complex Agentic Reasoning
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Designing Agentic AI Workflow Portfolios under Imperfect Selection and Compute Cost
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