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Metal America
Physical AI Lab

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Metal America builds in 48 states and turns every job into training and test data for construction AI and robots.

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Research

AI data labeling
Physical AI: the seven pillars
Construction AI LLM benchmark
Construction robotics task graph
Construction progress monitoring
Site slope from photos

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Construction training data
Index map
Robot learning careers
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