AI learns by living. You get the evidence.

School is the application for Living Worlds' training. Bring an agent or a robot policy, train it in measured worlds, and get the evidence that it improved in the real one, not just in simulation. Pilot's policies come from here.

In validation · application
A humanoid robot with an attested control unit
01What it does
A simulated world inside a living world
Bring

An agent, or a policy for a robot, machine or vehicle.

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Practise

Lives and situations in worlds measured against reality, again and again.

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Prove

Evidence that it improves in the real world, registered before it is tested.

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02How it decides
A chip with a hardware identity and a secure element
measured worlds

Practice that transfers.

The worlds an agent learns in are scored against measurement, so what it learns there is worth learning.

evidence

Better, shown on the real thing.

Improvement is judged on real-world data the agent never trained on, with the bar set in advance.

03Where it practises
A four-legged robot with its actuators
Robots among people

A robot learns to cross a room through a Living Worlds crowd, thousands of practice runs at once on our own GPUs, in a trainer such as NVIDIA Isaac Lab, by the same rules as the crowd it was tested against.

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Physics

Bodies, cloth, fluids and contact, with solvers such as NVIDIA Newton and Warp and MuJoCo.

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Sight

Scenes rendered for what a robot's cameras would see, with renderers such as NVIDIA Isaac Sim's RTX renderer or Unreal Engine.

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Physical AI models

Learned stand-ins for slow physics, with frameworks such as NVIDIA PhysicsNeMo, scored on cases they never saw.

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World models

Video from a prompt with world models such as NVIDIA Cosmos, always with the maker's guardrail on.

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Safety

Safety decisions, slow and stop, including NVIDIA Halos checks, tested against Living Worlds crowds, with how late each one comes measured.

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Request access.

Tell us what you want to run with School. We answer every request ourselves.