In this critical review we discuss GWAS studies of AUDs and the potential of hiPSC derived cells for investigating key genetic findings. We also provide some examples of successful applications of hiPSCs for modeling other genetically complex neuropsychiatric diseases. We conclude with an overview of the advantages, caveats, and future directions of using hiPSCs for studying AUD.