What is the generation of computing known for natural language processing and machine learning capabilities?

The Second generation of computing, which spanned from the 1950s to the 1960s, was characterized by the use of transistors instead of vacuum tubes. Although it marked significant advancements in computing efficiency and reliability, it did not focus on artificial intelligence or machine learning.

The Third generation, occurring during the 1960s to 1970s, introduced integrated circuits, allowing for smaller and more powerful computers. While this generation saw improved programming languages and operating systems, it still lacked the advanced AI capabilities that define the Fifth generation.

The Fourth generation, starting in the 1970s and continuing into the 21st century, saw the rise of microprocessors and personal computers. While this generation laid the groundwork for modern computing, it primarily focused on hardware improvement and networking rather than the sophisticated AI applications that became prominent in the Fifth generation.