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Too simplistic view which I also used to believe in maybe ~10 years ago. There's a class of problems where such approach doesn't apply.
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I agree with you in that there exist such a class of problems, but Occam's razor apply in far more circumstances than it does not. When confronted with novel information under pressure of quick decisions, you have to take the most likely correct path.
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