Scaling Trajectories for Complex Tasks through Recursive Self-Rewrite
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New papers, breakthroughs and academic AI research
Efficient Neural Field Learning via Adaptive Coverage and Focused Sampling
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FSPO: Policy-Consistent Risk and Pareto-Feasible Control for Budgeted LLM RL Post-Training
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Validated Data Onboarding for AI Demand Forecasting on U.S. Building Meter Data: Design, Controlled Evaluation, and a Corrected Negative Result
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MLCommons Jailbreak Benchmark v1.0
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The AI Theorist reveals excitonic structure in $\alpha$-RuCl$_3$
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CRISP: A Framework for Clause-Reconstructed Interpretable NeuroSymbolic Propositions
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Geometry-Aware Time Reparameterization for Flow-Map Distillation
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Are you Synthesizing or Recalling? Evaluating LLMs on Algorithmic Code Retrieval
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DNAlign: Dynamic Null-Space Safe Alignment for LLMs
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Ask, Relax, or Act? Evaluating Actionable Indeterminacy in LLM Preference Reasoning
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OmniAct3D: Leveraging Foundation Geometry and Evidence-Grounded Reasoning for Panoramic 3D Detection
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