An AI laboratory specialising in real-world data collection is offering homeowners free home repairs and maintenance services across three major US cities. However, the program comes with a specific condition: the technicians sent to do the job will wear sensors to record their movements to collect data that will be used to train the next generation of AI-powered robots. The startup, called HUMXN, announced that it will fully subsidise essential trade services, including plumbing, electrical work, HVAC repairs, air-duct cleaning and carpet cleaning.As per a report by Tom’s Hardware, under the arrangement, residents who need repairs can receive qualified services at no financial cost. In exchange, they must agree to allow trade professionals outfitted with “wearable capture technology” into their homes to record how they perform complex, physical tasks on-site.
‘Web-scraped data no longer enough’
The push into home comes as tech companies have reportedly understood that digital text, web photos and online video clips are insufficient for teaching physical machines how to operate in everyday environments.“The next generation of AI is going to need more than text and images from the internet. Robots need to understand how skilled people interact with the physical world. Home-service technicians perform millions of highly technical tasks every day. We are creating a way for homeowners and service companies to benefit financially from the value of that expertise,” said HUMXN founder Thomas Unise.Unise noted that while millions of trade specialists execute sophisticated mechanical operations daily, virtually none of that practical knowledge is cataloged in digital formats that machine-learning models can process.“We want to build the infrastructure that connects that knowledge with the companies building the next generation of intelligent machines while making sure the people creating the value participate in the economics,” Unise added.
‘Capturing unpredictable real-world work’
According to HUMXN, attempting to recreate the natural, instinctive motions of skilled laborers inside artificial laboratory environments is difficult. By sending technicians into actual residences, the company can record authentic workflows across diverse housing layouts, varied equipment types, unique structural problems, individual technician styles and different environmental conditions.The recorded sensor telemetry will provide AI models with detailed, step-by-step insight into how experienced technicians solve problems in real time. This includes inspecting physical fixtures and diagnosing malfunctions; testing active home systems; selecting the proper tools for specific scenarios; adapting to changing physical conditions on the job, and verifying that a repair has been completed successfully and safely.The company is rolling out the initiative across three select markets chosen to capture operational data across sharply different regional climates: Chicago, Minneapolis and Miami. Residents living in those three metropolitan areas can verify their eligibility by visiting the official HUMXN Free Home Service webpage.
