Which computing generation has artificial intelligence as a defining technology?

The first generation of computing, which lasted from the 1940s to the 1950s, was primarily focused on the use of vacuum tubes for circuitry and magnetic drums for memory. This era did not incorporate artificial intelligence; instead, it focused on basic computation and data processing.

The second generation, spanning the 1950s to the 1960s, saw the transition to transistors, which made computers smaller, faster, and more reliable. However, this generation still lacked the sophisticated algorithms and machine learning capabilities associated with artificial intelligence.

The third generation of computing, from the 1960s to the 1970s, introduced integrated circuits, improving the efficiency of computers. While this generation advanced computing power, it did not center around artificial intelligence as a key feature, focusing instead on enhancing hardware performance.