AI systems throw up recommendations but, in most cases, humans will take the decisions. Therefore, an excellent critical skill that does not include anything to do with programming is putting an understanding about how these AI recommendations should be incorporated into the decision processes.
This involves understanding the levels of confidence, knowing when to trust human judgment vs AI output, and establishing feedback loops that will improve the quality of recommendations in the future. will end up being those bridging technical abilities and their counterpart, real-world applications.
