The adaptive extension converts the model from an *analogy* into a *theory of regulatory dynamics*: it explains why enforcement oscillates, predicts what kind of institutional design stabilizes markets, and — via the capture refinement — formalizes how markets can fall into a self-reinforcing high-deception trap.