I Got a Free Meal From a Private Chef—Who Filmed It All to Train Robots

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When the private chef sent by Shift arrived at my apartment to cook a three-course meal, he was already ready to record. He walked through my front door wearing a baseball hat with a blocky, white camera attached to the brim.

I signed up for a free lunch in exchange for the whole experience being recorded and uploaded as training data. As chef Ollie unpacked his supplies and started on a gazpacho, the hat cam recorded his hand movements, with the intention that this data could help build a better robot—one with culinary expertise.

It’s all part of the growing boom of egocentric data collection—recording human hand movements from a first-person point of view. Shiftmade waves earlier this year by providing free cleaning services in New York City under a similar arrangement: Let Shift record tasks in your home and, in exchange, you get a gratis...

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