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So what should AI be able to do in order to be definitely approved as real AI?
Programs can determine, calculate and generate a lot, but what is a program to do, that it is officially and indisputably approved as real, without exaggeration, artificial intelligence?
Talk to a person and execute perfectly his commands expressed aloud in simple language?
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AI is not an analogue of human thinking and behavior, but just a field of mathematics (the theory of algorithms and related ones), where it is impossible to obtain conclusions/results based on deterministic (clearly defined) algorithms alone. The same song with "neural networks". From neurons - one name, and so - finite automata.
To people far from mathematics and statistics, the results seem miraculous (well, sometimes they are), but they are all a consequence of a properly processed array of known data.
AI, maybe, will be created more or less similar to a person in some context of tasks, when something works for a photon computer, but even today, simple, at first glance, problems, computers cannot solve, for example:
1) Deep Blue - after the hype, where unofficially or officially the grandmaster helped the computer, the computer was dismantled and now it is "at the exhibition", what prevented you from leaving it in the game?
Already in chess, with all the variety of combinations, everything is still regulated. But modern capacities do not allow to shortchange "everything, everything", this still takes decades, therefore, in order to choose the right solution, the computer needs "intelligence", but it does not.
2) the task of relevance - how many resources Google has, and the quality of sites is still checked by a detachment of Indians. And no one, except a person, knows what he wants to see by the "key" or "cap pancake military hat."
and if Machine Learning was concerned, all these "overtraining - undertraining" are just a measure of a person's participation in making a decision "it or not it", the computer itself, with all the algorithms, cannot do this by definition
Any program without the ability to develop itself (rewrite) is just a set of conditions.
So any intelligence should be able to learn by developing its program and optimizing its work.
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