AgiBot World Colosseo is a comprehensive robot learning platform designed for scalable and intelligent embodied systems. It provides a foundation model (GO-1) pretrained on high-quality manipulation data, along with vision-language-action capabilities for robotic control. The platform includes benchmarks, large-scale datasets, and tooling to democratize access to robot data for both academic and industrial research in embodied AI.