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Have you read Pedro Domingos's[1] "The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World"?

You should. It directly addresses the idea of blending different fields of AI.

[1] http://homes.cs.washington.edu/~pedrod/

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No, I haven't seen this before but it looks like a great read, thanks for the recommendation! I'll check it out

(Also I think it's really good the way you have been engaged and open to new ideas and criticisms here. That isn't always easy, and very refreshing to see)

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