α(x)=α₀+α₁ρ(x)— Adaptive Hardening

Execution rate, quorum threshold, validation depth, and autonomy tier respond intrinsically to proximity to constraint violation. As slack shrinks, system slows, requires broader consensus, validates more deeply.