Meta partnered with trade unions to employ American workers for its AI data center construction. This move secures a skilled labor pipeline for the massive physical infrastructure required by LLMs. It prioritizes domestic building trades over outsourced labor. Practitioners should view this as a strategic hedge against construction delays in the scaling race.