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We prove the existence of an intermediate Banach space between the space where the Gaussian measure lives and its RKHS, thus extending what happens with Wiener measure, where the intermediate space can be chosen as a space of Holder paths. From this result, it is very simple to deduce a result of exponential tightness for Gaussian probabilities.

Intermediate spaces, Gaussian probabilities and exponential tightness