A cleaner wearing a cap with a camera, recording the kitchen while wiping a countertop, as part of an AI data-collection project in New York City.
A cleaner wearing a cap with a camera, recording the kitchen while wiping a countertop, as part of an AI data-collection project in New York City.

Business By June

This data-collection tradeoff offers useful context for a friend curious about AI’s real-world costs.

Free AI-Powered Cleaning Comes at a Cost Story flow and key facts

An AI company called Shift, founded by Micro AGI, is offering free apartment cleanings and cooking services in New York City as part of a data-gathering initiative to train future household robots. Workers wear camera-equipped caps that record their hand movements and surroundings while cleaning, generating real-world dexterity data that AI models can learn from. The company argues this hands-on data is essential because robots must adapt to varied home environments, unlike language models trained on uniform digital text.

Facts

  • AI firm Micro AGI runs Shift, which offers free apartment cleanings in NYC to collect data for robot training.
  • Cleaners wear camera-equipped caps that record their hand movements and home environments during service.
  • Founder Bercan Kilic says the data helps robots learn dexterity in unpredictable real-world settings.
  • Privacy experts warn that in-home recordings capture sensitive information and could enable surveillance pricing or data misuse.
  • Shift monetizes anonymized data by selling it to robotics and AI companies for model training.

Canto visual news explainer. AI tools may assist production. Editorial policy

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