What does a Wolpert's machine do?

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Wolpert's machine is an advanced inference machine that predicts the behavior of other similar machines, building on Alan Turing's work. It emphasizes "strong inference," where one machine can predict the conclusions of another. Wolpert established two key proofs: first, that for every machine capable of strong inference, there exists another machine that cannot be predicted by it; second, that any two such machines cannot predict each other's behaviors. This highlights the inherent limitations of predictive capabilities among intelligent systems. Overall, Wolpert's machine illustrates the complexity and unpredictability of advanced artificial intelligence.
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Here is a description of Wolpert's machine from an article published on livescience.com, but I did not understand anything. Would you please care to explain it for me?

"Basically, Wolpert — building on previous work by Alan Turing — formalized a description of "inference machines," i.e. machines capable of arriving at inferences about the world (human beings are one example of such machines). Wolpert focused on what he calls strong inference, the ability of one machine to predict the totality of conclusions arrived at by another similar machine. Wolpert then logically proved the following two conclusions: a) For every machine capable of conducting strong inferences on the totality of the laws of physics there will be a second machine that cannot be strongly inferred from the first one; b) Given any pair of such machines, they cannot be strongly inferred from each other."

Source: http://www.livescience.com/2995-theory.html

Pardon me if the question is not in right category, since I couldn't figure out which category the question should be placed in.
 
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The description is clear. A Wolpert machine is a smart machine that tries to predict the behavior of other smart machines. Wolpert proved that no matter how smart you are, it is always possible to find another smart machine that is too complex in order to be predicted (even if you're smart enough to comprehend the totality of physical laws).
 
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dauto said:
The description is clear. A Wolpert machine is a smart machine that tries to predict the behavior of other smart machines. Wolpert proved that no matter how smart you are, it is always possible to find another smart machine that is too complex in order to be predicted (even if you're smart enough to comprehend the totality of physical laws).

Thank you very much.
 
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