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We report on a systematic finite size scaling analysis of in-plane penetration depth data taken on BiSrCaCuO epitaxially-grown films and single crystals, and of in-plane and out of plane data taken on YBaCuO aligned powder. It is shown that the tails in temperature dependence of the penetration depths, appearing around the transition temperature, are fully consistent with a finite size effect. This uncovers the granular nature of these cuprates, consisting of superconducting homogeneous domains of nanoscale extent, embedded in a non-superconducting matrix.

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