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Navigating AI Decision-Making Challenges
The chapter explores the complexities of AI decision-making, emphasizing the necessity of explainability and accountability in algorithms. It delves into the difficulties of providing understandable explanations for intricate neural networks and the importance of localized explanations. Additionally, it addresses the role of humans in decision-making processes, especially in critical areas like the criminal justice system.