Several risk factors are associated with the development of AML, including previous chemotherapy or radiation therapy, exposure to certain chemicals (like benzene), smoking, and specific genetic disorders such as Down syndrome. Additionally, age is a significant risk factor, with the majority of AML cases occurring in adults over the age of 60.