For Gaussian distributions, the expected deviation above any threshold k-sigma shrinks as k increases (e.g., above 3-sigma is ~0.8 sigma, above 5-sigma is ~5.1 sigma), whereas for extremist distributions, the expected deviation stays proportionally constant and explosively scales in absolute terms, meaning old-age expectations become nonsensical in power-law domains.