Genetic subtype discrimination of AML derived blood smears is an ideal use case for explainable AI for two reasons: First, morpho-genetic correlations between the appearance of atypical cells and the PML::RARA fusion are established for APL and allow validation of the model. This evidence concerns the gene PML and acute myeloid leukemia.