Learning, complexity, Aristotle, Gödel

What is it about?

Machine learning does not work, because complexity of computations exceeds the Universe. This difficulty turned related to logic. New mathematics of dynamic logic overcomes this difficulty, and models learning similar to the human mind. This is proved to be a valid model. And it closely follows Aristotelian theory of the mind. Engineering and psychological breakthroughs resulted.

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Why is it important?

Logic is used by all well-known approaches to modeling the mind and is the reason for many failures. This includes, neural networks and fuzzy logic. The new approach overcomes past difficulties and achieves orders of magnitude improvement in engineering applications. It models the mind and these models are experimentally confirmed.