SideKernel: A Usable microVM Sandbox for AI Coding Agents on macOS
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New papers, breakthroughs and academic AI research
CriticHack: Evaluating Visual Rewards Under Robot Policy Optimization
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Out of Sync, Out of Sight: Phantom State Attacks against IIoT Intrusion Detection
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FlowHMR: Physically Plausible Motion Capture from Video
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4DCodeBench: Benchmarking Agents on Inverse Graphics of Dynamic Scenes
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Hop-Decayed Influence: New Vulnerabilities of Structural Auxiliary Indexing in GraphRAG Pipelines with LLM
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DeskForge: Dense Supervision from Desktop Environments for Computer-Use Agents
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EviDent-CBCT: Evidence-Bottlenecked Report Generation from Dental CBCT under Non-Exhaustive Report Supervision
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MintFlow: Minimal Trajectory Intervention for Constrained Flow Matching
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Fast Models, Slow Evidence: A Paired and Self-Audited Evaluation of System-1 Decision Models for LLM Agent Harnesses
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EditHero: A Benchmark for Long-Horizon Part-Level 3D Editing and Vibe Modeling
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The AI Risk Observatory: What Can We Learn from AI Disclosures in Annual Reports About Societal Resilience?
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