I Got a Free Lunch From a Private Chef—He Filmed the Entire Thing to Train Robots
Released on 08/05/2026
I got a free lunch from a private chef.
The catch was that he filmed the entire thing
that trained robots.
When Chef Ali showed up at my apartment,
he was already wearing this baseball hat
with a blocky white camera attached.
And as he made a three-course meal, it recorded every chop
and stir from his point of view.
The company, Shift, has been offering free services in
exchange for permission to record work inside of your home.
It started with house cleaning in New York City,
and now it's sending private chefs
in the San Francisco apartment.
The footage is called egocentric data.
Chatbots are trained on tech script from the internet,
but robots need first-person video showing them
how human hands actually work.
How to hold a knife, turn up hands, scrub a crusty dish.
As Ali made Gazpacho, salmon, and a tiramasu,
I mostly stood there, remembering
that my cramped kitchen
and regrettably crusty oven were being immortalized
as robot training data.
The company's CEO thinks affordable home robots
could arrive soon.
And sure, a cheap robot that cooks and cleans sounds great,
but we're giving AI models physical bodies, hands,
and knives.
A Roomba accidentally smearing dog poop
everywhere is one thing.
A chef bot glitching out
with a blade in its hand is a whole other.
For now, Ali did the cooking, Shift got the data,
and I got the leftover tiramasu.
And somewhere out there, a future robot
got a little bit better at wielding knives.
I sure hope so.
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