Physical Robotics Challenge

Give NEXUS-MM a Real Robotics Problem.

Your robot encounters a physical situation it doesn't handle well? Tell us about it. We'll investigate whether NEXUS-MM can reason about it.

No forms. No account. Just describe the problem.

NEXUS-MM × MuJoCo

A live decision test

A simulated robot receives changing physical conditions while NEXUS-MM produces movement decisions.

Simulation demonstration — not a claim of real-world validation.

The idea

Robots have to deal with physics.

A robot may know what action it wants to take. The harder question is what the physical world will do in response.

INPUT

Surface

INPUT

Speed

INPUT

Robot state

INPUT

Physical conditions

↓

NEXUS-MM

GO · SLOW · STOP

A physics reasoning system exploring how robots can make movement decisions under changing physical conditions.

What can you send?

Give us something difficult.

We're interested in physical problems where the environment can affect what a robot should do.

Traction

The robot loses grip or struggles to move across a surface.

Terrain

The robot encounters rough, loose, uneven or changing terrain.

Stability

Speed, slope or surface conditions create instability.

Movement decisions

The robot needs to decide whether to continue, slow down or stop.

Send us your challenge

Describe the problem.

Tell us about one physical situation your robot encounters. We'll investigate whether NEXUS-MM can reason about it.

Opens your email app with a template you can fill in.
No forms. No account.

What happens next

Your problem becomes a test.

01

You send a scenario

Describe one physical situation your robot encounters.

02

We test it

We investigate the scenario and test NEXUS-MM against it.

03

We show the result

We'll share what happened, including limitations or failure.