Our opinion is that Deep Learning related approaches have a disproportionate monopoly on the upside. The simple reason is: “It is the learning, stupid!” If your approach does not have a mechanism for learning, then you will forever be doomed to Doug Lenat’s fate. That is, writing the rules by hand!
The Many Tribes of Artificial Intelligence
Carlos E. Perez

Thank you for such an excellent overview of AI main theories and principles.

And I agree that learning is a key. In any field relating to and operating in real life there should be an in-built mechanism for update. This is what adaptability is about.

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