Story perspectives

AI Startup Sends Free NYC Cleaners to Train Robots

6/21/2026

Summary

AI Startup Deploys Cleaners

An AI startup sends free cleaning crews to New York City apartments to record human cleaning actions for robot training.
The crews capture movements around furniture, stain removal techniques, and room-prioritization decisions.
Offering the service at no charge lets the startup gather data without cash payment or sensor consent.
The robotics market could hit $15 billion by 2028, yet progress stalls because robots still lack advanced cleaning dexterity.

Summary

Shift Under Fire

Founder Bercan Kilic said the Shift project aims to “advance humanity.”
Shift employs mid-twenties college graduates as cleaners who each service five apartments five days a week.
Chef James participated in a session, preparing a three-course meal using the resident’s kitchen tools.
Rory Mir of the Electronic Frontier Foundation warned that Shift’s model is a “pay-for-privacy” data-bribing scheme, a criticism also voiced by Calli Schroeder of EPIC.

1 of 2

AI Startup Deploys Cleaners

An AI startup sends free cleaning crews to New York City apartments to record human cleaning actions for robot training.
The crews capture movements around furniture, stain removal techniques, and room-prioritization decisions.
Offering the service at no charge lets the startup gather data without cash payment or sensor consent.
The robotics market could hit $15 billion by 2028, yet progress stalls because robots still lack advanced cleaning dexterity.

1 / 2