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upvoted a paper about 24 hours ago

Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts

Paper • 2606.05922 • Published 17 days ago • 67

upvoted 2 papers 1 day ago

Benchmarking AI Agents for Addressing Scientific Challenges Across Scales

Paper • 2606.12736 • Published 12 days ago • 5

LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling

Paper • 2606.18023 • Published 6 days ago • 197

upvoted 2 papers 2 days ago

Looped World Models

Paper • 2606.18208 • Published 6 days ago • 318

Moebius: 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance

Paper • 2606.19195 • Published 5 days ago • 111

upvoted a paper 8 days ago

WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces

Paper • 2606.09426 • Published 14 days ago • 102

upvoted a paper 9 days ago

Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding?

Paper • 2606.08063 • Published 16 days ago • 79

upvoted 2 papers 10 days ago

ABot-Earth 0.5: Generative 3D Earth Model

Paper • 2606.09967 • Published 14 days ago • 477

From Correctness to Utility: Gain-Based Prefix Evaluation for LLM Reasoning

Paper • 2606.07190 • Published 17 days ago • 35

upvoted a paper 19 days ago

Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs

Paper • 2605.30611 • Published 25 days ago • 246