Research questionHow can powered knee prostheses reduce actuator mass and size without sacrificing torque, controllability, or functional performance?Powered knee prostheses need substantial torque and responsive control to assist movement, but the hardware required can make them heavy and bulky. Reducing the actuator’s size and mass may also affect backdrivability, precision, and assistance during walking or sit-to-stand transitions.