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The question is, is this different from how humans learn to write and speak a particular language?


Simple example that's been around: if I train a model on a lot of Java source code, but I provide no example of the output of those programs, has this model learned how to program in Java? And is that how humans learn programming?


Yes. This time a machine is doing it, therefore it doesn't count as intelligence.




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