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upvoted a paper 6 days ago

WorkFactory: Turning Professional Intents into Executable Work for Scalable Agent Training

Paper • 2610.37161 • Published 9 days ago • 41

upvoted a paper 7 days ago

Multiscale Policy Optimization for Long-Horizon LLM Agents

Paper • 2610.35013 • Published 10 days ago • 23

upvoted 18 papers 13 days ago

OpenVLHarness: Real World Visual Agentic Tool-Use with Multimodal Memory

Paper • 2610.26860 • Published 17 days ago • 102

HexaShell: A Thin Harness for Exploring the Limits of VLM Agents as Robot Coding Agents

Paper • 2610.23479 • Published 20 days ago • 81

CoEvo-RSI: When Harnesses Evolve, Which Models Should Follow?

Paper • 2610.25078 • Published 18 days ago • 47

Pack Light, CarryOn: Building Object-Oriented Context for Long-Horizon Agents

Paper • 2610.18784 • Published 22 days ago • 118

Deep Search in Real-World Web Environments

Paper • 2610.30181 • Published 17 days ago • 108

Cache Engineering for Agents

Paper • 2610.28577 • Published 16 days ago • 104

Learning from Fleet Experience: A Collective Learning Paradigm for Robots

Paper • 2610.25736 • Published 17 days ago • 111

Making MLLM Latents Matter: Factor-Aware Predictive Learning for Cinematic Video Generation

Paper • 2610.30926 • Published 14 days ago • 164

Spectral-Spatial Interpretation

Paper • 2610.21114 • Published 21 days ago • 29

Learning to Think and Explore in 3D World

Paper • 2610.21783 • Published 21 days ago • 61

SpatialScout: Can VLM Agents Actively Explore and Map 3D Scenes?

Paper • 2610.26659 • Published 17 days ago • 97

MemT-1.0: Towards Memory-Native Evolution

Paper • 2610.26825 • Published 17 days ago • 175

DONIC: Generalist Dexterous Bimanual Tracking Control from Human Demonstrations

Paper • 2610.29997 • Published 15 days ago • 35

Looking Ahead: Modeling Future Evolution in Autoregressive Video Generation

Paper • 2610.29989 • Published 15 days ago • 47

Ropedia W0: Scaling Loco-Manipulation World Models across Embodiments with Human Experience

Paper • 2610.26855 • Published 17 days ago • 54

Holi-World: Building Holistic World Intelligence from Human-Ego Experience

Paper • 2610.26549 • Published 17 days ago • 43

PAR: Progress-Aligned Recurrence for Length Generalization in State Tracking

Paper • 2610.27628 • Published 16 days ago • 40

Into the Unknown: Benchmarking AI agents on open scientific research problems

Paper • 2610.19159 • Published 23 days ago • 56