CYBERNTX

κυβερνήτης

Cybernetics

The science of control and communication in goal-directed systems.

Cybernetic neural network visualization

Intelligence is not a property of models. It is a property of systems.

Scale does not create reasoning. Feedback does. Control does. Constraint satisfaction does.

Only variety can absorb variety.

CONTROL

The controller decides. The model predicts. Prediction without regulation is noise.

FEEDBACK

Closed loops multiply effective variety without increasing model size. Error becomes signal.

VARIETY

A controller can only regulate what it can match. Composition over scale. Precision over breadth.