I let robot-trainers clean my apartment for free. It was unsettling, but I got over it. (www.businessinsider.com)

A New York-based AI startup, Shift, has begun offering free housekeeping services in exchange for permission to film the cleaning process. This unconventional model is designed to gather video data to train robots for performing household tasks. While the initiative raises significant privacy concerns—given the presence of cameras worn by the cleaning staff—the appeal of free services has led to rapid bookings, indicating a strong consumer interest in affordable home assistance solutions. The process involves not just cleaning but also cooking, as exemplified by a chef who prepared a three-course meal during the session. Although the cleaning quality was reported to be mediocre, the experience highlights the growing trend of using real-life scenarios to develop AI capabilities in domestic environments. The sustainability of such a business model remains in question, as the operational costs can be high, yet the demand shows promise. As the AI/ML community explores innovative training methods, Shift's approach could reshape future household robot functionality, paving the way for more intelligent and capable domestic assistants.