You Can Get Paid to Train Future Humanoids—If You're Prepared for the Consequences
Released on 05/28/2026
Bored at work?
Life feeling emptier than usual?
Interested in preparing the ground
for robots to potentially replace you?
Hi, Reece Rogers and you, like me,
can earn literally tens of dollars
by recording first person videos to train humanoids to
scrub dishes, fold laundry,
pour drinks,
and slice organic cucumbers
after signing up for three platforms,
Kled, Luel,
and Waffle Video.
I performed data collection from the comfort of my apartment
for a full week,
making sure the iPhones strapped to my forehead
could capture all 10 of my fingers.
The videos help companies building robots
improve their AI models.
These paper specific clips known as egocentric data
can be critical for fine tuning machines
to excel at real world tasks
and are in such high demand
that some investors estimate
leading companies will purchase hundreds
of millions of hours from third party suppliers
over the next few years.
Egocentric data collection is already blooming
among gig workers in countries like India.
Avi Patel, the 22-year-old founder of Kled,
which says it has over 300,000 users worldwide,
told me that he wants every person on the planet
to be recording themselves doing the dishes.
The top earner on Kled, Patel says,
is a truck driver earning 8,000 a month
by sharing his dashcam footage
and submitting pictures of potholes.
As for my efforts across all platforms,
I earned the princely sum of $21.55 cents
from a week of filming household chores
and uploading more than 100 videos.
On the plus side,
my apartment has never been this clean,
and somewhere a baby robot is a tiny bit smarter.
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