Bill Cope, Mary Kalantzis, and Gang Wang discuss the meaning and implications of decision-making in the context of AI. They explore topics such as explaining machine learning for security tasks, adding logic and reasoning to ML models, connecting domain knowledge and machine learning, and the differences between machine learning and human decision making. They also emphasize the importance of understanding AI and its impact on decision making.