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> humans are notoriously bad at generating random numbers

Shannon was able to model humans (choosing "heads" or "tails") effectively with only a 3-bit history, which he encoded in relays, having done so around the middle of last century.

Note that recombination is a population's way of balancing exploitation and exploration.