The purpose of this study is to determine the tolerated dose of the combination of decitabine and midostaurin as induction (first cycle of chemotherapy) and consolidation (additional chemotherapy once a patient goes into remission) in people greater than 60 years with newly diagnosed AML or adult patients with relapsed/refractory disease.