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This book addresses the growing importance of cognitive monitoring and neuroadaptive systems in aviation. It examines how artificial intelligence, biometric data, and real-time feedback can improve pilot performance under stress and fatigue. The monograph presents a practical framework for enhancing flight safety through intelligent human-machine collaboration and data-driven decision support. It draws upon operational case studies, neuroscience research, and system design strategies aimed at reducing cognitive overload in high-stakes environments.