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HUD
HUD is a San Francisco startup (Y Combinator W25) that builds infrastructure for evaluating and training AI agents. Its platform lets teams wrap real software - browsers, spreadsheets, terminals, apps - into reinforcement-learning environments and evaluations, then run agents against them at scale to measure whether they actually work. HUD ships an open-source Python SDK plus a cloud platform and a vendor marketplace that connects environment builders with frontier AI labs.