Ardentium Group, LLC equation plate describing configuration-space descent: baseline probability evolution, controlled perturbation of admissible transition weight, preservation of impossible-branch constraints, and expected decrease of target-distance.
State

A bounded process is treated as a present configuration with admissible future branches. The transition surface is the object of attention.

Interface

An observable h(x) defines local target-distance. Repeated measurement permits descent estimation without publishing apparatus or operating sequence.

Control

Permitted branches may be reweighted. Impossible branches remain impossible. Category is stated; mechanism is withheld.