EnvHarness: Awakening Static Worlds for Agent Learning Paper • 2608.19880 • Published 3 days ago • 248
FlashPrefill V2: Block-Sparse Prefill Attention for Long-Context LLM Serving Paper • 2608.19758 • Published 3 days ago • 16
SWE-bench Science: Can Coding Agents Resolve Engineering Tasks in Science? Paper • 2608.19799 • Published 3 days ago • 60
Demystifying Agent Skills: Why They Work-Until They Don't Paper • 2608.14036 • Published 9 days ago • 162
Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization Paper • 2608.16072 • Published 6 days ago • 148
PlayWorld: Benchmarking World Models with Agent Players over Long-Horizon Objectives Paper • 2608.13552 • Published 10 days ago • 45
From Synthesis to Removal: Physics-Grounded Reflection Simulation and Diffusion-Based Video Dereflection Paper • 2608.11562 • Published 11 days ago • 10
SkillZip: Evaluation-Free Skill Compression for Self-Evolving Agents by Discovering Reusable Structure Paper • 2608.11079 • Published 12 days ago • 17
Spatial Memory Agent: Experience-Grounded Procedure Memory for Spatial Intelligence Paper • 2608.12743 • Published 10 days ago • 43
Mendel Gödel Machine: Recursive Self-Improving Coding Agents via Comparative Evolution Paper • 2608.07645 • Published 16 days ago • 26
Ouroboros: A Self-Developing Frontier Coding Agent with Reviewed Core Evolution Paper • 2608.08311 • Published 15 days ago • 90
YOLO-PEFT: Parameter-Efficient Fine-Tuning on YOLO Family Paper • 2608.07051 • Published 16 days ago • 20
Modular TTT: Rethinking Test-Time Training as Composable Modules Paper • 2608.07110 • Published 16 days ago • 8
StreamArena: Toward Continuous, Interactive, and Long-Horizon Agentic Streaming Video Understanding Paper • 2608.05703 • Published 17 days ago • 16
Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents Paper • 2607.28227 • Published 24 days ago • 307
Chimera: Designing and Chinchilla-Scaling Hybrid Visual Diffusion Transformers Paper • 2607.28611 • Published 24 days ago • 22
CodeNib: A Multi-View Data System for Serving Repository Context to Coding Agents Paper • 2607.25431 • Published 26 days ago • 113