(1) Drug delivery systems are engineered technologies that target and control the delivery of therapeutic agents in the body. (2) They allow drugs to be delivered locally to areas of disease rather than systemically, reducing side effects. (3) Researchers are developing new delivery routes like microneedle patches, vehicles like nanosponges that target tumors, therapeutic cargos beyond drugs, and targeting strategies using viral nanoparticles for prostate cancer.