Self-Evolving Coding Agents: From Digital Programs to Physical-World Intelligence Paper • 2609.35432 • Published 18 days ago • 112
S3Gym: Can LLMs Turn Self-Testing and Self-Judging into Self-Improvement? Paper • 2608.31100 • Published Aug 31 • 149
OmniEdu: Open Foundation Models for Learning and Teaching Paper • 2609.23088 • Published 27 days ago • 239
OneStreamer: Unifying Perception, Memory, and Proactive Response in Streaming Video Interaction Paper • 2610.01762 • Published 15 days ago • 236
Duplex-MPE: Benchmarking Multi-Party Interaction in Full-Duplex Dialogue Paper • 2609.31948 • Published 21 days ago • 90
Generalized Agent Iteration: One Formal Framework for Iterative Policy Improvement and Recursive Self-Improvement Paper • 2609.13406 • Published Sep 11 • 106
Repo-To-Skill: Distilling GitHub Repositories Into AI4AI Skills Paper • 2609.02749 • Published Sep 2 • 503
UltraText Bench: A Comprehensive Bilingual Benchmark for Evaluating Visual Text Rendering in Image Generation Paper • 2610.09823 • Published 9 days ago • 191
Workflow-GYM: Towards Long-Horizon Evaluation of Computer-use Agentic tasks in Real-World Professional Fields Paper • 2606.11042 • Published Jun 9 • 216
NeoHorse-1: Towards Recursive Self-Improvement via Agentic Post-Training with Routing Harness Paper • 2609.08183 • Published Sep 8 • 482
HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness? Paper • 2609.01437 • Published Sep 1 • 506
Many Right Answers, One Training Example: Removing Responder Noise from GRPO for LLM Recommenders Paper • 2610.17771 • Published 3 days ago • 68
Raven: The Harness of Harnesses for Composable Agentic Intelligence Paper • 2609.33439 • Published 19 days ago • 674
The Tasteful Agent: Measuring and Improving Taste in Long-Horizon Tasks Paper • 2609.25804 • Published 24 days ago • 157