NeoHorse-1: Towards Recursive Self-Improvement via Agentic Post-Training with Routing Harness Paper • 2609.08183 • Published 18 days ago • 174
RoboTok: An Internet-Scale Data Engine for Human Demonstration Retrieval and Dexterous Manipulation Learning Paper • 2609.03199 • Published 24 days ago • 31
HarnessEval-W: Agentifying the Evaluation of Visual Worlds Paper • 2608.16859 • Published Aug 17 • 122
Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization Paper • 2608.16072 • Published Aug 17 • 50
Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill Paper • 2608.11924 • Published Aug 12 • 110
Decoding-Level Taboo: A Diagnostic Stress Test for LLM Robustness Paper • 2608.09900 • Published Aug 10 • 13
TARS: Timestep-Aware Data Scaling for 3D-Free Video Re-Shooting Paper • 2607.28261 • Published Jul 30 • 18
AREX: Towards a Recursively Self-Improving Agent for Deep Research Paper • 2607.21461 • Published Jul 23 • 107
A Sparse and Truncated State Vector Simulator for Peaked Circuits Paper • 2607.07816 • Published Jul 8 • 7
Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks Paper • 2606.29082 • Published Jun 27 • 43
Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs Paper • 2605.30611 • Published May 28 • 65
ChLogic: Evaluating Robustness of Logical Reasoning in Chinese Expressions Paper • 2606.17905 • Published Jun 16 • 8
MCP-Persona: Benchmarking LLM Agents on Real-World Personal Applications via Environment Simulation Paper • 2606.02470 • Published Jun 1 • 15
AgensFlow: A Coordination-Policy Substrate for Multi-Agent Systems Paper • 2605.27466 • Published May 26 • 8
Balancing Fidelity and Diversity in Diffusion Models via Symmetric Attention Decomposition: Hopfield Perspective Paper • 2605.27476 • Published May 26 • 16
AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration Paper • 2605.20025 • Published May 19 • 90
IndusAgent: Reinforcing Open-Vocabulary Industrial Anomaly Detection with Agentic Tools Paper • 2605.20682 • Published May 20 • 35
LoopUS: Recasting Pretrained LLMs into Looped Latent Refinement Models Paper • 2605.11011 • Published May 10 • 10
WindowsWorld: A Process-Centric Benchmark of Autonomous GUI Agents in Professional Cross-Application Environments Paper • 2604.27776 • Published Apr 30 • 15