One of the primary challenges in defining agentic AI lies in the ambiguity of what constitutes "agency." Agency can imply autonomy, intentionality, goal-directed behavior, or a combination of these aspects. Different disciplines—philosophy, cognitive science, and computer science—offer varying interpretations, making it difficult to establish a standardized definition that can guide AI development consistently.
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