The whole goal of these algorithms is that you put an input in and the output it gives out is as close to the most likely to be correct answer as it can be, training is just repeating that process. We're several years deep into these "most likely" results and sometimes they're pretty close but usually it's not quite there because the only guidance they get is from outside.
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