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Want your New York City apartment cleaned for free? A startup will do the dirty work, provided you let them film the whole thing. It sounds creepy, but the company wants to train housekeeping robots.
German startup MicroAGI is offering New York City residents free home cleaning through its new Shift app, according to Ars Technica. The cleaners arrive wearing head-mounted cameras that record everything they do, and the footage is used to teach AI. The process addresses one of AI’s biggest hurdles: a shortage of real-world training data. MicroAGI covers the cleaning costs because the data is that valuable. Faces, ID cards and personal details are blurred before the footage uploads to MicroAGI’s cloud.
MicroAGI’s efforts are also part of a broader trend of paying ordinary people to record their daily tasks for AI. MicroAGI’s main app pays “operators” around $20 an hour to wear cameras while doing daily chores. The company says more than 10,000 operators across 15 countries collectively earned over $5 million in the first quarter of 2026 alone. The free NYC cleanings are a promotional hook designed to recruit more contributors. The data lives on long after your toilet bowl needs another scrubbing.