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Why are there several definitions of AI?

Intelligence includes many capabilities, and researchers emphasize different aspects. Practical definitions usually focus on tasks and observable performance rather than one universally agreed internal mechanism.

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No. AI also includes approaches such as search, planning, logical reasoning, and knowledge representation. Machine learning is an important part of the broader field.

An image classifier that labels photographs or a forecasting model that estimates demand performs an AI task without generating an open-ended text or image response.

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