Nowhere differentiability of Brownian motion
= Nowhere differentiability of Brownian motion
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Brownian paths are almost surely nowhere differentiable. An increment over duration $h$ is typically of order $\sqrt h$, so its difference quotient is of order $h^{-1/2}$ rather than approaching a finite limit.