Human-Machine Interfaces (HMIs) are critical systems that enable effective interaction between humans and machines, facilitating user control and feedback through intuitive designs. They are integral in various fields, from industrial automation to consumer electronics, enhancing usability, efficiency, and safety by bridging the gap between human cognitive capabilities and machine functionalities.