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Accountability entails assigning obligation to the actions and choices created by AI units. Ethical AI frameworks prioritize obvious traces of accountability, which ensures that individuals or entities are answerable to the outcomes of AI apps.These challenges underscore the necessity of continual refinement in HCAI and emphasize the necessity for