Efficient intelligence,
from silicon to quantum

A lightweight routine layer that intercepts routine queries before they hit the base model. Learns keyword patterns in real time – no retraining, no hardware change.

First demonstration of passive rule extraction on a real quantum processor (ibm_fez). Learns process behaviour without disturbing the computation – foundation for efficient quantum characterisation.