Precision As You Need: Stochastic Computing Is a Dense Adaptive Quantizer
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New papers, breakthroughs and academic AI research
Beyond Prompt or Skill? Attribution-Guided Optimization of Modular LLM Programs
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A Surgical Foundation Model Reveals Task-Dependent Label Efficiency
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How to Reduce Whisper Hallucination
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DISCO: Distributed Long Context Scaling with Grounding-Reasoning Disaggregation
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Learning from Others, Acting for You: Cross-User Memory Sharing for LLM Agents
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HERO-MoE: Historical Expert Routing with Scale-Preserving Fusion
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The Commit-Abstain Circuit: Why Language Models Hallucinate Instead of Abstaining
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Locally Sound, Globally Insufficient: The Local-Global Gap in Multi-Hop Reasoning
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Language as an Independent Information Layer: A Conceptual Model of Communication, Cognition and Decision-Making
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Depth Any Seen: Which Surfaces and How Far?
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LocalProp: Neuro-Localized Memory-Efficient Backpropagation
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