The Gaussian isn't treated as fundamental in Gaussoherence. The Fisher heat kernel is deeper with the Gaussian appearing as its local normal-coordinate form; the short-time asymptotic of diffusion on the Fisher. Gaussian smoothing is a coordinate shadow of Fisher geometry, not the mechanism itself.
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