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AI's history began in the 1950s with pioneers like Alan Turing and John McCarthy, who coined the term "artificial intelligence." Early developments focused on rule-based systems and logic. The 1980s saw a resurgence with expert systems, followed by a decline known as the "AI winter." Renewed interest emerged in the 2000s with machine learning and deep learning advancements.