Ai
Artificial intelligence (AI) is a machine-based system that, for a given set of human-defined objectives, can make predictions, recommendations, or decisions influencing real or virtual environments through processes such as learning from experience, adapting to new inputs, and executing tasks associated with human cognitive functions like reasoning and problem-solving.[1][2] Originating as a formal field in the 1950s with foundational work on symbolic reasoning and early neural networks, AI has evolved through cycles of optimism and setbacks, driven by advances in computational power, data availability, and algorithmic innovations like backpropagation and transformer architectures.[3]Key