NYC Startup Offers Free Cleaning to Train Future Robots

New Yorkers are getting their apartments cleaned for free, and all they have to give up is a little privacy.

AI startup Micro AGI launched a service called Shift that sends camera-wearing cleaners to homes across the city. The cleaners work for free, wearing caps fitted with small cameras that record their every hand movement as they scrub, wipe, and organize.

The goal is ambitious: collect enough data to train robots that can one day handle these tasks themselves. Founder Bercan Kilic says the company needs "tonnes" of data because every kitchen, tool, and living space is different.

The camera-clad cleaners tackle five apartments a day, five days a week. Demand is so high they're stationed in New York indefinitely. The workers are college graduates who embraced the opportunity to be part of the AI revolution.

Shift's business model centers on selling this valuable, anonymized data to robotics companies. Kilic compares it to how ChatGPT learned from billions of text passages online. Teaching robots physical tasks requires the same massive scale of examples.

The company already has mechanics wearing cameras while fixing cars in Turkey. Kilic envisions eventually offering free or discounted services covering "any skill humanity can demonstrate."

Why This Inspires

This creative approach tackles one of AI's biggest challenges: teaching machines to work in the messy, unpredictable real world. Unlike factory robots that repeat the same motion forever, household robots need to adapt when every kitchen drawer opens differently and every dish has a unique shape.

Privacy experts warn the tradeoff may not be worth it. Rory Mir from the Electronic Frontier Foundation cautions that data collected today can "come back to bite you" through sharing with other businesses or governments. Even anonymized home recordings capture sensitive information most people don't realize they're giving away.

But Kilic argues Shift is refreshingly honest. "Your data is being used every single day," he notes, pointing to social media and websites. At least with Shift, people get something tangible in return and know exactly what they're trading.

One cleaner was so enthusiastic he sent recording equipment to his mother so she could contribute data from her own home tasks. For believers in the technology, getting in early feels like participating in history rather than being left behind.

The experiment shows how the race to build smarter AI is moving out of labs and into our most personal spaces, one sparkling clean apartment at a time.