Refuse systemic anxiety fueled by sudden market gaps; variance decay conforms to mathematical long-memory principles. This panel monitors conditional heteroskedasticity, calculating tail-risk persistence metrics across cycles. Running on a strict stateless loop, it dampens emotional volatility static into clean parametric parameters, preserving your edge with absolute logical immunity.