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Intent-based Brain-Computer Interfaces (BCIs) represent a groundbreaking advancement in human-machine interaction by interpreting a user's intentions directly from brain activity, allowing for seamless and intuitive control of digital devices. By combining both conscious and unconscious neural signals, these BCIs aim to reduce cognitive load and streamline complex tasks into simple, direct actions, making them particularly promising for assistive technologies, gaming, and everyday applications.