CPX-351 for the Treatment of Secondary Acute Myeloid Leukemia in Patients Younger Than 60 Years Old

Inclusion Criteria: * Newly diagnosed: * Therapy-related acute myeloid leukemia (AML) * AML with antecedent myelodysplastic syndrome (MDS) or chronic myelomonocytic leukemia (CMML) * AML with MDS-related changes (as per World Health Organization \[WHO\]) * Have an Eastern Cooperative Oncology Group (ECOG) performance status of =\< 2 * Plasma creatinine =\< 1.5 x upper limit of normal (ULN) * Total bilirubin \< 2.0 mg/dL * Serum alanine aminotransferase and aspartate aminotransferase \< 3 x ULN * Left ventricular ejection fraction by echocardiogram or multiple-gated acquisition \>= 50% * Participants of child-bearing potential must agree to use adequate contraceptive methods (e.g., hormonal or barrier method of birth control; abstinence) prior to study entry. Should a woman become pregnant or suspect she is pregnant while she or her partner is participating in this study, she should inform her treating physician immediately * Women of childbearing potential must have a negative serum or urine pregnancy test within 72 hours prior to enrollment and commit to two forms of birth control * Men must use a latex condom during any sexual contact with women of childbearing potential * Willing to adhere to protocol specific requirements * Participant or legal representative must understand the investigational nature of this study and sign an Independent Ethics Committee/Institutional Review Board approved written informed consent form prior to receiving any study related procedure Exclusion Criteria: * Prior treatment of AML * Known clinically active central nervous system (CNS) leukemia * Core-binding factor leukemia * Acute promyelocytic leukemia * Uncontrolled other malignancy * Prior anthracycline exposure \> 368 mg/m\^2 of daunorubicin or equivalent * Cardiovascular disease resulting in heart failure (New York Heart Association class III or IV), unstable angina (angina symptoms at rest), or new onset angina (began within the last 3 months) or myocardial infarction within the past 6 months * Hypersensitivity to cytarabine, daunorubicin, or liposomal drugs * Known active HIV infection * Known history of active hepatitis B or C infection * Pre-existing liver disease (e.g. cirrhosis, chronic hepatitis B or C, nonalcoholic steatohepatitis, sclerosing cholangitis) * Evidence of ongoing, uncontrolled systemic infection * Pregnant or breastfeeding women * Subject with concurrent severe and/or uncontrolled medical or psychiatric conditions that in the opinion of the investigator may impair the participation in the study or the evaluation of safety and/or efficacy * History of Wilson disease or other copper-handling disorders * Any condition which in the investigator's opinion deems the participant an unsuitable candidate to receive study drug