About Inception

For the first time, robots and AI agents are getting good enough to do real physical jobs. Not demos. Actual work in real buildings, on real job sites, in real warehouses. The thing standing in the way is not the hardware anymore. It is the data.

Robots learn manual work the same way an apprentice does, by watching someone do it from the inside. What did their hands do. Where did they look first. How did they hold the tool, catch the drip, route the wire, stack the box. That kind of footage, first person and shot during real work, barely exists. Almost everything filmed of skilled trades is shot from across the room for a customer or a camera crew, not from the worker's own point of view.

So we are building it. Inception pays the people who already do the work, plumbers, electricians, drivers, factory and warehouse workers, to film the job from their own perspective. Then we license that footage to the teams building robots and AI. The people whose skill these systems are learning get paid for it.

A robot has to act from where it stands, with its own sensors, in the middle of a task. That is exactly what a chest or head mounted camera captures. The same vantage point, the same order of operations, the same small corrections a real worker makes without thinking. Footage shot from a tripod across the room teaches none of that.

Staged and simulated data has the same problem. You can render a clean version of a job, but real work is full of the things that actually trip up a robot. The valve that is stuck. The panel that is mislabeled. The box that is heavier than it looks. The lighting that is bad and the space that is tight. Models trained on tidy fiction fall apart the moment they meet a real basement. Real footage carries all the mess, and the mess is the point.

• First person matches how a robot perceives and acts.
• Real jobs include the friction, failures, and recoveries that simulation leaves out.
• It comes from people who genuinely know the craft, not actors miming it.

Two things lined up. Robot policies finally generalize well enough that better data turns directly into better behavior, so the footage is worth real money to the people building them. And almost everyone now carries a camera good enough to capture it. A worker can clip on a camera, do their normal day, and have something a robotics team will pay for.

The teams building these robots are short on exactly one thing: large amounts of honest, first person footage of real work. We sit in the middle and move it from the people who have it to the people who need it, with everyone paid and on the record.

A robotics company funds a bounty with us. We run the whole campaign on Pump.fun Go, collect and review submissions, and deliver the licensed footage. The company never has to touch the crowd or manage the logistics. We handle all of it.

It is open to anyone. There is no application to record. You see a bounty for work you already do, you film it from your point of view, and you submit it. Up to five winners per campaign get paid in USDC. Inception keeps a 10 percent fee. The other 90 percent is the prize pool, and it goes to the workers.

• Managed campaigns: companies fund a bounty, we run it end to end.
• Paid in USDC, settled on Solana through Pump.fun Go.
• Up to five winners per campaign. Flat 5 percent fee, everything else is the pool.
• Footage delivered with consent and on-chain provenance, so buyers know exactly what they licensed and from whom.

Consent and provenance are not an afterthought. Every clip is submitted with permission and a record of where it came from. The people in the footage agreed to it, the worker who filmed it gets paid for it, and the company buying it can prove the chain. That is the only version of this we want to build.

We are a small team moving fast. We think the people who keep buildings running and goods moving should be the ones who get paid as robots and AI learn their trade, not cut out of it. That belief shapes every decision here, from the flat fee to the consent record on every clip.

If you build robots or AI and need real footage, place a bounty and we will run the campaign. If you do the work and want to get paid for filming it, come find us. Reach the team at teams@inception.training, say hello at hello@inception.training, or join the community on Telegram and X.