miR-125b/RISC–mediated translational blockade and mRNA decay of Arid3a are necessary and sufficient to transform Gata1s-mutant preleukemic megakaryoblasts into fulminant AMKL. This process is mediated via disruption of TGF-β/SMAD2/3–induced transcription networks by loss of Arid3a.