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I don't think it would be necessary to know a priori that something is unpredictable; failing to find a pattern after some number of observations should allow an algorithm to determine that the event is not predictable by that algorithm.


The trouble is that you can't reliably distinguish random data (or data determined by factors you're not considering) from patterned data.


How do you think random number generators are tested?




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