The proof

Measured on real systems, honest about the boundary

Cyber defense · NASim

Safe by construction

Outcome

Zero unsafe commitments, goal reached 100% (10/10).

Stack

Guarded controller, runtime safety contract

Workflow

  • No positive evidence of safety, no commitment
  • Unsafe action never forms, not penalised after
  • Task still solved, not paralysed
Power grid · grid2op

Survives the disturbance

Outcome

0.000 unsafe, 100% grid survival, top score 291.9.

Stack

Guarded controller vs uncontrolled baseline

Workflow

  • Guarded run keeps the grid alive
  • Uncontrolled run blacks out
  • Guarded controller wins the benchmark outright
Building autonomy · Helsinki

Designs it, then operates it

Outcome

0 vs 11 safety violations under the same disturbance.

Stack

Real Helsinki geometry + ERA5 climate, reduced-order physics

Workflow

  • Designs the building from real physics data
  • Operates it in a control loop with commit / hold
  • Holds comfort while trimming energy
Real quantum · 36 qubits

Whole model on a QPU

Outcome

Perceive, decide, speak, compose, end-to-end on hardware.

Stack

Real 36-qubit quantum computer

Workflow

  • Runs end-to-end on real qubits
  • Trained on-device above the 24-qubit wall
  • No advantage claimed — architecture is the edge
The problem

Three kinds of AI. One blind spot they share.

Plain LLM

  • Fluent and confident, no grounding in physical truth
  • Fails silently outside its training data
  • Same certainty whether right or catastrophically wrong
  • Never unsure — can't tell until it's too late
  • Safety bolted on as a filter after the fact

With Qorina

  • One physics-grounded belief about the real world
  • Reaches the new where pattern-matchers collapse
  • Carries a calibrated sense of how sure it is
  • Commits, holds, or escalates — never bluffs
  • Unsafe action never forms — safe by construction
Proof

Measured, not promised

0

Unsafe commitments, by construction, across four safety domains

0%

Decision accuracy on the cases it commits to

0q

The whole model runs end-to-end on a real quantum computer

FAQ

Frequently asked questions

A physics-grounded foundation model for the physical world. One belief about a system, read into five faculties — perceive, design, decide, speak and create — carrying a calibrated sense of how sure it is. Not a chatbot with a safety filter.

Talk to us

The intelligence between action and consequence.

Building autonomy that has to be safe, or discovery that has to be real? Let's talk about where Qorina fits.