Vision

Explainable
Intelligence.

aira is not a game. It is not an AI demo.
It is an open laboratory — where intelligence is tested, compared, and held accountable.

The Question

The democratization of AI has begun.
But access to real understanding has not.

Advanced AI is no longer exclusive to research labs and tech giants. Yet the opportunity to truly master it — to build, test, and verify intelligent systems against real constraints — remains out of reach for most.

"Given limited information, limited energy, and limited time —
what decision should intelligence make?"

There is no single answer. Competition exists — and outcomes are real. aira makes this visible.

The Problem

Four barriers stand between people and AI engineering.

✕ Expensive hardware

Real robots cost thousands. Most learners never touch one.

✕ Overcomplicated frameworks

The tooling requires expertise before any learning begins.

✕ Abstract problem settings

Benchmarks disconnected from physical reality.

✕ Gatekeeping

Degree, institution, and age still determine who participates.

aira removes all four.

EASY

No hardware needed. Clone the repo, run the simulator, race.

SMART

Real physics. Real energy constraints. Real outcomes.

LOW-COST

Free to enter. Open source. No gatekeeping.

The Arena

A deceptively simple problem.
An infinite solution space.

At its core, aira is a MIMO (Multi-Input / Multi-Output) control problem. Every approach is welcome.

Inputs

  • Camera image
  • Battery level (SoC)

Outputs

  • Drive torque
  • Steering angle
Rule-basedEnd-to-End AIHybridBehavior CloningReinforcement LearningVLA

"The ideal goal state: energy depletes exactly as the robot crosses the finish line."

aira models an electric vehicle. Full throttle alone won't win.

Explainability

Winning is not enough.
You must explain why you won.

Logs, state transitions, and internal reasoning are not debugging artifacts. In aira, they are part of the competition itself.

Why did the algorithm make that turn?

Why was a different path not chosen?

Which decision was the turning point?

An algorithm that can answer these questions is, in aira's definition, a complete intelligence.

Who Can Join

Anyone. No exceptions.

No degree. No institution. No age limit. No region limit.
aira is online, open, and free to enter.

High School StudentsUniversity StudentsWorking EngineersResearchersCompaniesEducators
The Future

From virtual to physical.
From racing to exploration.

AI trained in the virtual arena will run on real hardware — unchanged. Train once. Deploy anywhere. The constraints remain the same.

NOW

Virtual Robot Race

Simulation-based competition. Algorithm-first.

NEXT

Digital Twin

Virtual algorithms deployed on physical hardware.

FUTURE

Beyond Vehicles

Humanoid robots. Planetary exploration. Same constraints — wider stage.

Founder's Note

"aira was born from the experience of a developer whose life was changed by robot competitions. Not exclusive. Not expensive. An open robocon — for everyone, once more. aira is that answer."

— Satoru Ohmori, Founder / aira

Ready to race your algorithm?

Set up your environment and submit your first result in under 30 minutes.