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
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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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