Education OS Interface acts as a systematic control panel for structured learning. It addresses persistent academic struggles by utilizing a looped process of input, output, feedback, and memory to improve student outcomes. Parent and student roles are defined to establish routine and accountability, preventing grade drift and ensuring progress.