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What was the chronological order of how the following were introduced? Select the correct answer.

1) AI, Deep Learning, GenAI, Machine Learning
2) Deep Learning, Machine Learning, AI, GenAI
3) AI, Machine Learning, Deep Learning, GenAI

Answer :

The question asks about the chronological order in which various concepts related to artificial intelligence were introduced. These concepts are AI (Artificial Intelligence), Machine Learning, Deep Learning, and GenAI (Generative AI). Here's a step-by-step explanation of each:

  1. AI (Artificial Intelligence):

    • When: The field of AI was formally founded in the 1950s. The term "artificial intelligence" was coined by John McCarthy in 1956 during the Dartmouth Conference, which is considered the birthplace of AI as a field of study.
    • What & Why: AI refers to the simulation of human intelligence in machines. It includes processes like learning, reasoning, problem-solving, perception, and language understanding.

  2. Machine Learning:

    • When: Machine Learning became a distinct sub-discipline of AI in the 1980s to 1990s, although its foundational work began earlier.
    • What & Why: Machine Learning (ML) consists of algorithms and statistical models that enable computers to make decisions and learn from data without being explicitly programmed for specific tasks. It marked a shift towards data-driven approaches in AI.

  3. Deep Learning:

    • When: The concept has been around since the 1980s, but significant breakthroughs and practical applications surfaced in the early 2010s.
    • What & Why: Deep Learning is a subset of machine learning involving neural networks with many layers ('deep' networks). It was pivotal in advancing technologies like image and speech recognition.

  4. GenAI (Generative AI):

    • When: While methods for generating content have existed, Generative AI gained substantial popularity and public awareness in the 2010s, especially with developments like Generative Adversarial Networks (GANs) and the usage of models like GPT-3 in the early 2020s.
    • What & Why: Generative AI involves algorithms that can generate new content, such as images, text, or music, that resembles the data they were trained on.

Thus, the correct chronological order for how these were introduced is Option 3: AI, Machine Learning, Deep Learning, GenAI.

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