GoKawiilHUMXN Pays for Free Plumbing and HVAC Jobs in Minneapolis to Build Robot Training Data
HUMXN, an AI data and training startup, launched a program subsidizing plumbing, electrical, HVAC, air-duct and carpet-cleaning appointments in Minneapolis, Chicago and Miami at no cost to homeowners. In exchange, technicians wear capture devices during service calls so HUMXN can turn their work into structured datasets for training AI and robotics systems. Founder Thomas Unise says the goal is to capture real-world physical problem-solving skills that text and image data cannot provide.