1. The review highlights the integration of carbon nanotubes (CNTs) with shape-memory polymers (SMPs) to enhance material properties and actuation mechanisms. 2. Studies show that CNT reinforcement significantly improves shape fixity, recovery characteristics, and mechanical performance of SMPs. 3. The use of CNT-filled SMPs for remote actuation and self-healing capabilities opens new possibilities for advanced applications in robotics and tissue engineering.