Guided Self-Evolving LLMs with Minimal Human Supervision Paper • 2512.02472 • Published Dec 2, 2025 • 51
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning Paper • 2511.16043 • Published Nov 20, 2025 • 108
ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization Paper • 2509.13313 • Published Sep 16, 2025 • 80
WebResearcher: Unleashing unbounded reasoning capability in Long-Horizon Agents Paper • 2509.13309 • Published Sep 16, 2025 • 67
Towards General Agentic Intelligence via Environment Scaling Paper • 2509.13311 • Published Sep 16, 2025 • 71
WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning Paper • 2509.13305 • Published Sep 16, 2025 • 91
WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research Paper • 2509.13312 • Published Sep 16, 2025 • 105
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Paper • 2508.05748 • Published Aug 7, 2025 • 141
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Paper • 2508.05748 • Published Aug 7, 2025 • 141
WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization Paper • 2507.15061 • Published Jul 20, 2025 • 60
WebSailor: Navigating Super-human Reasoning for Web Agent Paper • 2507.02592 • Published Jul 3, 2025 • 123