History of AI

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In AI, there are four generations.

  1. The first generation is the Good Old-fashioned AI, meaning that you handcraft everything and you learn nothing.
  2. The second generation is shallow learning — you handcraft the features and learn a classifier.
  3. The third generation, which a lot of people have enjoyed so far, is deep learning. Basically you handcraft the algorithm, but you learn the features and you learn the predictions, end to end. More learning than shallow learning, right?
  4. And the fourth generation, this is something new, what I work on, I call it “learning-to-learn.” Google Brain Research Scientist Quoc Le on Automated Machine Learning (AML) - AutoML and More

The Turk