The primary focus of my research is on generative simulation for embodied AI. In the era of building robots with artificial general intelligence (AGI), data is essential as it empowers the development and evaluation of learning-based algorithms. However, acquiring data and labels is more expensive in the settings of robotics, especially considering the failure cost in corner cases. To address this issue, we resort to generative AIs, which have revolutionized the way we approach simulations.