Can a system be AI without using any machine learning?
Yes. Classic examples: a rule-based chatbot with hand-written if-then branches, a pathfinding algorithm like A* in a video game, or a chess engine using pure minimax search with no learned evaluation function. All three perform tasks that look intelligent, which qualifies them as AI under the field's standard definition, with zero learning from data involved.
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