These tractable universes, on which elegant algorithms operate, don’t emerge magically out of messy realities. They emerge because humans work to either censor out or encode a million little exceptions, corner cases and arbitrary domain-specific details. They emerge because humans work around problem regimes that resist generalization and simple automated learning models.
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