Trades · Pilots

Train AI as a pilot

You can train AI as a pilot by flying demos that drones and air taxis learn from, and by rating how safely those aircraft fly on their own. Robotics companies and AI labs post the missions, and you're paid per task. Add aviation to a free Access Pass and we'll match you when a mission fits your flying.

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What do robots learn from pilots?

Robots learn airmanship from pilots: the habits that keep a flight smooth and safe when conditions aren't perfect. Holding a heading in still air is simple for software. Knowing when to abort a landing, or how to hold steady beside a structure in gusty wind, takes experience.

Teams building autonomous drones and air taxis want examples and opinions on things like these:

  • Takeoffs and landings in crosswinds and gusts.
  • Go-around decisions: when an approach is unstable and it's time to climb away and try again.
  • Inspection flights: holding position and distance next to a tower, bridge, roof or wind turbine.
  • Smooth control inputs, so the aircraft doesn't overshoot, wobble or hunt for its position.
  • Planning a path around obstacles, other aircraft and areas you shouldn't fly through.
  • Reading weather: when wind, rain or low visibility means a flight should wait.

Engineers can model lift and drag. What's harder to capture is the decision a good pilot makes, and why. Aviation is one of ten trades on Metagaming; see the rest on the trades page.

What would you actually do?

You'd fly recorded demos in a flight sim, rate clips of autonomous flights and, at the top rank, pilot a real drone remotely. What you can take depends on your rank, and missions open as labs post them.

Everyone starts as a Rookie. Then there are three ways to train:

  • Record (from Pro rank). Fly a task a lab asks for in a flight sim on your PC, with our desktop recorder running. That could be landings in gusty wind or an inspection pass. The recorder logs your inputs, timing and game state, never your face, voice or identity.
  • Judge (from Elite rank). Watch footage of drone and air taxi flights and label it. Was the approach stable? Was it too close to the structure? Should it have gone around? A pilot's eye is what makes these labels useful.
  • Teleop (from Expert rank). Pilot a real drone remotely, live, under a lab's instructions. It's the highest-trust work, for proven trainers only.

When a lab posts a mission that fits your experience, we email you. While you wait, the free skill tests let you prove skills on your pass; the maze game tests navigation in 3D space. If you fly sims for fun, see how to get paid to play flight sims, one of the genres where you can get paid to play games.

How we check your experience

You tell us about your flying when you sign up, and we check your certificate before any mission that depends on it. You never hand over a certificate number or ID to sign up.

Step 4 of the Access Pass asks your industry (pick Aviation), your role, like private pilot or drone pilot, your years flying, and whether you hold a pilot certificate or drone license, as a plain yes or no.

If a mission depends on a certificate, we check it before you take that mission. If you answered no, you can still take missions that don't depend on one, including sim-based work.

What does it pay?

Aviation missions pay per task, like every mission on Metagaming. Most tasks pay $1–$5. We don't promise income.

Each task pays a drop: Common $1, Uncommon $5, Rare $25, Epic $50, Legendary $100, and Mythic $500+ for Genius rank only. Most missions are Common and Uncommon. A task pays once it passes quality review, and every mission shows its drop before you accept it. Rates are estimates and market rates can fluctuate. It's extra money, not a job. See how pay per task works.

Training AI as a pilot: FAQ

Can pilots get paid to train AI?

Yes, through specific missions. Teams building autonomous drones and air taxis need flying demos and expert ratings, and each task pays once it passes review. Most tasks pay $1–$5. We don't promise income.

Do I need to be a commercial pilot?

No. Private pilots, flight instructors and drone pilots can all add aviation to their Access Pass. Tell us your role and years flying, and we match missions to the experience they need.

Will I fly a real aircraft?

Record and Judge missions happen on your computer: flying in a sim or reviewing footage. Teleop, which means piloting a real drone remotely, opens at Expert rank and runs under a lab's instructions.

Do you need my logbook or certificate number?

No. Sign-up asks your years flying and whether you hold a certificate, as a yes or no. We never ask for certificate numbers or ID when you sign up. If a mission depends on a certificate, we check it before you take that mission.

Is flight sim experience enough to start?

Yes, for sim-based missions. Anyone 18 or older can get an Access Pass and prove skills in the free arenas. Missions that depend on a real certificate are checked before you take them.

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