In applying AI to fight climate change, we appear to have the irresistible force meeting the immovable object. In this talk, I’ll present lessons that I’ve learned from work at Google where both AI and large-scale computation can be used for both climate mitigation and climate adaptation. The talk will include discussing carbon-aware computing, flood forecasting, and using machine learning to accelerate fluid modeling.