The trick: Headline Over Filing
The repairs really are free in three cities.
The price is a camera in your home. The privacy policy behind it says it is a template.

HUMXN pays for plumbing, electrical, HVAC and cleaning jobs in Minneapolis, Chicago and Miami while technicians record the work to train AI robots.
Before you read on. Your call?
TRUE, BUT
180
The free offer is real, per HUMXN's release. The footage is licensed to approved organizations it does not name. Blur and address promises sit on a program page; the privacy policy is marked as a template, covers the website, and still reads [180] days. The robots are systems eventually performing tasks.
There’s more to this story.
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The trick has a name
We call it Headline Over Filing: the document underneath says something else. You'll see it again. Learn to spot it →
Receipts
- Supports humxn.io:
Through partnerships with home-service companies in Minneapolis, Chicago, and Miami
- Supports humxn.io:
HUMXN is subsidizing select plumbing, electrical, HVAC, air-duct cleaning and carpet-cleaning appointments at no cost to participating homeowners.
- Context humxn.io:
systems capable of understanding and eventually performing physical-world tasks
- Context humxn.io:
the footage is used to train and evaluate AI and robotics systems by approved organizations under licence
- Supports humxn.io:
Faces, names, mail, screens and other identifying details that end up in frame are blurred or removed before anything is shared.
- Context humxn.io:
You don't need to be on camera
- Refutes humxn.io:
Template. This document must be reviewed and completed by counsel before it is relied on.
- Context humxn.io:
This Privacy Policy explains how HUMXN handles personal data collected through our website at humxn.io
- Refutes humxn.io:
deleted automatically after a fixed period, currently [180] days
- Context tomshardware.com:
HUMXN essentially pays residents for the right to record on their premises to gather real-world training data.
- Context zeli.app:
Homeowners get free service, contractors get paid, and HUMXN sells the datasets to physical-AI developers.
Open the Receipts Pack → What each source proves, every figure traced, and what would change our verdict.
