3 Answers

  1. There is metalogy, as a philosophical discipline that studies the properties of logical systems. But the question, as far as I understand, is somewhat different.

    Personally, I operate with the following theory regarding the work of thinking in relation to logic. Logic is a tool that we develop, adapting to solving problems of a certain variety. The mechanism sufficient for acquiring this adaptation is the ability to distinguish a solved problem from an unsolved one, the ability to feel something as correct. Here, guided by the appearance or disappearance of this feeling, we build logics, sifting out working from non-working ones. The feeling itself and how it works-this is already in the field of epistemology, it is a non-trivial question, with answers ranging from “god gave it to us in his goodness” to “evolution rejected all those who were wrong”.

  2. “What does artificial intelligence do? It generates first-order algorithms (ordinary programs), and thus has a second-order function. What rules does it follow? By megaton programs in C++?”

    1. Artificial Intelligence has not yet been created. And it is not clear whether it can be created at all. There is no scientific definition of AI either. Therefore, it is not clear what exactly needs to be created. The Turing test has already lost its validity: even computers can perform it.

    2. Another candidate for the path leading to the AI neural network. For a start, you can read about them on Wikipedia, the article is quite suitable.

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  3. I think it's actually much simpler than you might think. The human psyche as a whole works in such a way that, having received a task to solve at the input, it begins to sort through hundreds and thousands of options for solving it, and the same thing happens that we see in a dream – objects and events are combined in the most illogical and ridiculous combinations. At the same time, some other component of the psyche checks all these options for consistency, that is, for compliance with the properties of the surrounding world known from experience. When a match is obtained, a person realizes that he has received a solution, which is more beautifully called “closing the cognitive circuit” or something like that.

    And “second-order logic” is something very dubious, because logic itself is a description of the fundamental properties of matter, such as regularity, unity, and knowability.

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