
Third-person
Someone films youThe camera is across the room. The viewpoint belongs to the operator, not to the person working. Useful for many things, but it is not what a machine will see when it does the task itself.
QwestLab / Signal 01 · Overview
Signal 01 is QwestLab’s first camera fleet: twenty first-person cameras, worn by paid contributors while they do ordinary work. The footage trains the AI systems now learning to handle physical tasks.
The people who back the fleet are not the people holding the cameras. Nothing is open yet — this page explains the idea and asks whether you would take part.

What egocentric video is
Ego means self. Egocentric video is footage from a person's own point of view: what they see while they work. Nobody films them from across the room. There is no camera operator and no performance. Just their hands, doing what they already do.

The camera is across the room. The viewpoint belongs to the operator, not to the person working. Useful for many things, but it is not what a machine will see when it does the task itself.

The camera sees what the worker sees. Both hands stay in the frame; that is the whole technique. It is the viewpoint a machine will eventually have, so it is the viewpoint it learns from.


Not new, and not a gimmick
Research groups and companies have collected first-person footage for years. It is an established category of training data. What Signal 01 adds is a paid, reviewed workforce doing it at fleet scale, with dedicated cameras rather than a phone on a strap.
How AI uses it
It learns the way people learn a physical skill: by watching it done, many times, up close. First-person footage shows the hands, the object and the result together, from the viewpoint a machine will eventually have.

Humanoids and robot arms learn everyday manipulation from demonstrations: washing, folding, sorting, restocking. Thousands of real examples teach what a good grip, a safe motion and a finished task look like.
Wearable assistants on glasses and headsets have to recognise what the wearer is doing and what comes next. They are trained on the same viewpoint they will operate from.
Vision-language models learn to describe and check a task: is the plate clean, is the shirt folded, was a step skipped. Reviewed first-person footage is the teaching material.
A staged, camera-ready version teaches the wrong thing. Ordinary kitchens, ordinary lighting and ordinary hesitation are the point, so footage is recorded by people doing their real tasks.
01Wear
A contributor puts on the camera.
02Record
They do an approved task the way they always do it.
03Review
A person checks the clip: framing, both hands visible, no faces or private details.
04Accept
Only accepted footage counts, measured in hours.
05Train
A commercial buyer feeds those hours to the models and robots above.
Contributors control the camera; there is no hidden recording. Faces and private details are screened before anything reaches a buyer, and a contributor’s name and address are never handed over with the footage.
How big it is
Every model on this page is trained on collected, reviewed, labelled data. That is a bought-and-sold market with published estimates. Two of them frame Signal 01: the market its footage is sold into, and the robotics demand that is pulling on it.
The market Signal 01's footage is sold into
$17.1Bby 2030
from $6.3B in 2026
Source · Grand View Research
Robots that learn from demonstration: the demand behind the buyers
$67.6Bby 2033
from $6.5B in 2026
Source · Grand View Research
The first contributor pool: QwestLab was built inside Kumu, for Kumu's community first, starting in the Philippines.
100,000+
monthly active Kumu users
Source · QwestLab contributor guide
Third-party estimates for the categories QwestLab sells into, quoted from QwestLab's market sizing of August 2026. They describe the market, not Signal 01's revenue. The embodied-AI figure is evidence that robotics demand is real; it is not part of any Signal 01 arithmetic.
Where Signal 01 fits
Signal 01 funds and deploys QwestLab's first twenty dedicated first-person cameras. Contributors from the Kumu community wear them through approved tasks. Every clip is reviewed by a person. Accepted hours are sold to a commercial buyer that already pays for this kind of footage. QwestLab runs recruiting, deployment, review and payouts. The people who back the fleet do none of that work.


Pod 01 · 20 units · state: planned
A conceptual visualization of the twenty-unit pod, not the production camera. Every unit starts as planned; nothing on this page pretends the fleet is already running.
Who does what
Holders fund the cameras. Contributors operate them. The two are never the same people. If you back the first fleet, you are not signing up for shifts, tasks or footage. The recording is done by paid contributors who chose that work.
Qualified people from the Kumu community, recording approved everyday tasks from their own point of view. They are paid per accepted hour for that work.
Paid per accepted hour
Buys and assigns the cameras, recruits and trains contributors, reviews every clip, sells accepted hours to the buyer, and handles payouts.
Keeps half of net operating profit
A unit funds hardware. It is not a job, a shift or an assignment. Holders never wear a camera, never record, never handle footage and are never asked to do any work.
Share the other half, split across units


First look · no obligation
Signal 01 goes to the Saints community first, so the people who have been here early get a look before anyone else.
Nobody has to take part. There is no allocation to hold on to, nothing to defend and no penalty for sitting this one out.
QwestLab is scaling either way. The company's growth is funded on its own capital and does not depend on this pod — Pod 1 exists so the community can be early, not because the roadmap needs it.
What a unit could earn
Nothing has been earned yet, because no camera has been deployed yet. What follows is arithmetic on figures QwestLab has published: what an accepted hour pays, what it costs, and what would be left for 280 units if the cameras were busy for a given number of hours. Change the hours and every figure moves.
What a commercial buyer pays for an hour of footage it accepts.
The person who wore the camera and did the work.
Review, support, payment fees, hardware reserve. An estimate, not finalised.
Split 50/50 between QwestLab and the holder pool.
Only accepted hours pay. Footage that fails review earns nothing, and a camera nobody wears earns nothing at all.
$3.21per unit / month
What QwestLab is planning around. QwestLab communicates publicly around this case. It is a planning assumption, not a result.
$10.31per unit / month
Quoted by the commercial buyer, not by QwestLab: 3.5 hours per day, weekdays. Unverified at QwestLab's actual operating level — treat it as unproven upside, not an expectation.
$11.79per unit / month
Quoted by the commercial buyer, not by QwestLab: 4 hours per day, weekdays. Unverified at QwestLab's actual operating level — treat it as unproven upside, not an expectation.
Shown in dollars per unit rather than as a percentage or a yield, deliberately. A rate implies a schedule nobody can promise.
Pick a number of units, an assumption and a horizon. The curve is what identical months would add up to; the dashed line is what you paid; the marked month is where they would first meet. Then read the small print underneath, because no month will actually be identical.
Units · 1 to 20
Assumption · accepted hours per camera per month
Horizon
Month by month · cumulative
Before the outlay is coveredThe month it is first coveredAfter
Illustrative model only. Not historical results, promised returns or guarantees.
Figures are before any tax, transfer fees or payout costs on your side, and after QwestLab’s estimated operating cost, which is not finalised. Utilisation, acceptance rates, camera lifespan and payment timing can all differ materially from the assumption you chose, and the modelled month a position is covered can move by many months or never arrive. A unit participates only for the operating life of the original 20 cameras.
Read this next to the figures above
The full risk register, the assumption model and the terms live on the Signal 01 site, which opens if this temperature check says there is appetite.
Temperature check
Signal 01 is not open, and this is not a sale. Before QwestLab builds any of it, the Saints get asked a plain question: at $30 a unit, how many would you want, from one to 20? Marking a number reserves nothing, charges nothing and commits you to nothing. It tells us whether there is anything here worth doing.
What happens with your answer. It goes to QwestLab and nowhere else. If enough people want it, the terms get a legal pass and the community hears first. If they do not, Signal 01 does not happen and nothing is lost.
What it is not. Not a payment, not a whitelist spot, not a queue position and not a promise from either side. No wallet is connected and nothing here touches a chain.