The Reported Engagement with AI Level (REAL) Rating: A Framework for Disclosing Human-AI Collaboration
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New papers, breakthroughs and academic AI research
Reinforcement Learning on the Discrete Composition Channel of a Crystal Generator: Validated Gains and Reward Hacking
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Training Numerical Intelligence via Auto-Diagnosis and Skill Discovery
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MLLMs Fail to Refuse when Using Tools Agentically
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Teaching Agents to Code Reliably
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SkillScriptBench: Benchmarking Self-Evolution of Executable Agent Skill Packages Beyond Markdown
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Beyond the Parameter Monolith: Reconstructive Memories, Executable Skills, and Residual Assembly for Language Models
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REACT: Physically and Chemically Consistent Reconstruction of Marine Active Tracers
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Proxy Confidence: Auditing Black-Box LLM Agents with a Surrogate's Log-Probabilities
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Exploration-Preserving Policy Optimization
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DABACO: A Multi-Camera Dataset and Benchmark for Screen Localization and Pointing Estimation
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Periscope: Extending Frozen Language Models Beyond Their Context Window
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