A deep learning project has completed us flood hazard maps, revealing millions of people are exposed to previously unrecognized flood risk. The maps reportedly show a significant gap in existing knowledge, with one estimate suggesting over 11 million people are affected. The research appears to be part of a broader effort to assess and map climate extremes and infrastructure vulnerability in the us.