This chapter traces artificial intelligence’s evolution from theoretical concepts to practical implementations. It examines pivotal milestones, influential pioneers, and technological breakthroughs that have defined the field. The narrative moves chronologically through distinct developmental phases, revealing both spectacular advances and significant setbacks. Special attention is given to the cyclical nature of AI progress, particularly during periods of diminished expectations (“AI winters”) and subsequent resurgences.