Given a compact K"ahler manifold let be the set of K"ahler forms cohomologous to . As observed by Mabuchi \cite{m}, this space has the structure of an infinite dimensional Riemannian manifold, if one identifies it with a totally geodesic subspace of $\mathcal H\omega_0$. Following Donaldson’s research program, existence and regularity of geodesics in this space is of fundamental interest. In this paper, supposing enough regularity of a geodesic , connecting with $u_1 \in \mathcal Hu_1-u_0\dot u_0 = du/dt|_{t=0}$. As an application of this result, we prove that on all K"ahler manifolds, connecting K"ahler potentials with smooth geodesics is not possible in general. In particular, in the case , we will also prove that the set of pairs of potentials that can not be connected with smooth geodesics has nonempty interior. This is an improvement upon the findings of \cite{lv} and \cite{dl}.

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