Fifty cities now have detailed heat resilience data via Google AI Research. The project uses machine learning to analyze urban heat islands and vegetation patterns. This dataset helps urban planners identify vulnerable neighborhoods. It is an incremental expansion of existing climate tools rather than a new technical breakthrough for the broader AI community.