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Misha Belkin's avatar

Would you agree that our brain likely implements a simple language model -- something that can be relatively easily captured by statistics?

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Alexander Naumenko's avatar

Sorry, I cannot agree. We do not predict the next character, but we may figure out the continuation given sufficient piece of text to start with. Figuring out is different from prediction. The game 20 Questions is different from "heads or tails".

Intelligence is the ability to handle differences, its core algorithm is based on comparisons. All of that is enabled by comparable properties.

In language, references are stacked filters that differentiate the relevant objects from the context. Sentences follow formulas composed of constituents. Note that question words address constituents. Questions provide all the other constituents and ask for an unknown one. We store many sentences in our head - answering questions is just comparing provided constituents with those in the stored records.

The above process is heavily based on generalization, which is also based on differences and comparable properties, not on similarities. We introduce differentiating factors to the parent class during specialization. During generalization, we ignore differentiating factors.

Differences rule!

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