AI lab offers free plumbing and HVAC repairs to train AI robots (www.tomshardware.com)

An innovative initiative by the AI lab HUMXN aims to collect real-world data on skilled labor by providing free plumbing and HVAC repairs to homeowners. In exchange, homeowners grant access to their properties for technicians equipped with wearable technology to record how these skilled workers perform complex tasks. This program is being launched in Minneapolis, Chicago, and Miami, allowing the AI community to gather comprehensive data across varying environments and conditions, essential for developing intelligent robots capable of understanding physical interactions. Significantly, HUMXN's approach addresses a key challenge in AI training: the lack of accessible data on the nuanced actions of skilled laborers. Current AI models predominantly rely on text and images, but as HUMXN founder Thomas Unise notes, they need insights into how technicians analyze problems, select tools, and adapt to changing conditions in real-time. By monetizing the expertise of human workers and paying for valuable data rather than sourcing it unethically, HUMXN sets a precedent for ethical data collection in AI, which could reshape how future models are trained and could influence broader industry practices amid growing concerns over data sourcing.