Foundations and Evolution of Artificial Intelligence Development Understanding artificial intelligence begins with tracing its evolution from rule-based systems to modern neural networks. Early AI relied on hand-crafted rules and symbolic reasoning, useful for narrow, predictable tasks but limited in adaptability. The rise of statistical methods and increased computational power shifted the field toward data-driven approaches….