This is an open label, multi-center, phase II study of BBI503 administered to adult patients with advanced hepatobiliary cancer who have exhausted all currently approved standard anti-cancer treatment options. BBI503 will be administered orally, daily, in continuous 28-day cycles at a dose of 300 mg once daily. Cycles will be repeated until patients are no longer clinically benefiting from therapy.