Emergent Social Intelligence Risks in Generative Multi-Agent Systems
Paper • 2603.27771 • Published • 48
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papers 3 days ago
Gen-Searcher: Reinforcing Agentic Search for Image Generation
Paper • 2603.28767 • Published • 53
ImagenWorld: Stress-Testing Image Generation Models with Explainable Human Evaluation on Open-ended Real-World Tasks
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Marco DeepResearch: Unlocking Efficient Deep Research Agents via Verification-Centric Design
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upvoted 4
papers 4 days ago
GameplayQA: A Benchmarking Framework for Decision-Dense POV-Synced Multi-Video Understanding of 3D Virtual Agents
Paper • 2603.24329 • Published • 25
MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens
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Natural-Language Agent Harnesses
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Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills
Paper • 2603.25158 • Published • 47
upvoted a paper 7 days ago
upvoted 3
papers 8 days ago
CUA-Suite: Massive Human-annotated Video Demonstrations for Computer-Use Agents
Paper • 2603.24440 • Published • 93
Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?
Paper • 2603.24472 • Published • 47
Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale
Paper • 2603.25040 • Published • 125
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papers 9 days ago
From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agents
Paper • 2603.22386 • Published • 54
DA-Flow: Degradation-Aware Optical Flow Estimation with Diffusion Models
Paper • 2603.23499 • Published • 50
Repurposing Geometric Foundation Models for Multi-view Diffusion
Paper • 2603.22275 • Published • 46
The Universal Normal Embedding
Paper • 2603.21786 • Published • 15
Rethinking Token-Level Policy Optimization for Multimodal Chain-of-Thought
Paper • 2603.22847 • Published • 25
upvoted 3
papers 10 days ago
Generalized Discrete Diffusion from Snapshots
Paper • 2603.21342 • Published • 11
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis
Paper • 2603.20278 • Published • 91
ThinkJEPA: Empowering Latent World Models with Large Vision-Language Reasoning Model
Paper • 2603.22281 • Published • 15