Core distinctions

Auth Decision != Criterion Update Response
dynamic criterion != unconstrained self-update
valid events != stable trajectory

Scenario

Choose a deterministic PoC case

Dual evaluation structure

Current stage

Stage

Auth Decision
Criterion Update Response
Current Criterion Center
Current Criterion Width
Attack Reference Admissible
Criterion State

Independent result

Progression

Scenario timeline

    Outcome comparison

    Direct update versus guarded update

    Direct update

    Final center
    Final width
    Attack reference

    Guarded update

    Final center
    Final width
    Attack reference
    Research demonstration only.

    This is a deterministic research demonstration. It is not a production authentication service or a security guarantee.

    Simulation source != generated demo data. Demo visualization != security guarantee.