A-RSI: Adaptive Task Refresh for Zero-Data Multimodal Self-Improvement Paper • 2610.38568 • Published 12 days ago • 74
Evaluating LLM Creativity through Long-Tail Performance Paper • 2610.12998 • Published about 1 month ago • 11
CoTrace: Data Recipes for Training Terminal Agents with Harness-Model Co-Evolution Paper • 2610.10426 • Published Oct 7 • 12
Self-Retrospection Distillation: Turning Post-hoc Experiences into Prior Foresight Paper • 2610.08077 • Published Oct 6 • 166
Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning Paper • 2609.03430 • Published Sep 3 • 98
Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering Paper • 2607.28568 • Published Jul 30 • 149
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows Paper • 2411.07763 • Published Nov 12, 2024 • 2
MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents Paper • 2507.19478 • Published Jul 25, 2025 • 33
VideoAgentTrek: Computer Use Pretraining from Unlabeled Videos Paper • 2510.19488 • Published Oct 22, 2025 • 22
TermiGen: High-Fidelity Environment and Robust Trajectory Synthesis for Terminal Agents Paper • 2602.07274 • Published Feb 6 • 42
DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle Paper • 2512.04324 • Published Dec 3, 2025 • 160
SimWorld: An Open-ended Realistic Simulator for Autonomous Agents in Physical and Social Worlds Paper • 2512.01078 • Published Nov 30, 2025 • 34
VideoAgentTrek: Computer Use Pretraining from Unlabeled Videos Paper • 2510.19488 • Published Oct 22, 2025 • 22