My name is Guancheng Wan, Founder & CEO of CosmosMind. We help companies put AI into real business operations by connecting data, workflows, multi-agent systems, human review, and model operations into one working system. Our focus are Trustworthy & Self-Evolving Agentic System, and Data Flywheel that help customers deliver reliable results and keep improving with use. Our part of the work appears in: ACL 2026 Oral, ICLR 2026 Oral, ICLR 2025 Oral, CVPR 2025 Oral, NeurIPS 2025 Spotlight, ICML 2025 Spotlight, etc. If you have any question, please feel free to contact me via current school email: gcwan03@ucla[dot]edu (Ph.D. on leave since Mar 2026).

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