Fig. 1

Timeline of major developments in artificial intelligence. This figure illustrates the historical timeline of artificial intelligence development from 1950 to 2023, highlighting key milestones including the introduction of fundamental concepts, breakthrough technologies, and significant achievements in AI research and applications. Notable events include the establishment of AI as a field in 1956, the development of neural networks, the emergence of deep learning, and recent advances in large language models