SforSingularity comments on Dreams with Damaged Priors - Less Wrong
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Yes, most people have a "that's clearly ridiculous" filter that emulates the work that a complexity prior should do. It seems to work much like the way modern antivirus works - there's a blacklist of "ridiculous" ideas that you reject out of hand, and popular culture acts like the "update virus database" function. Simple hypotheses like evolution often end up on this blacklist, and horrifically complex ones like the Abrahamic God often end up off it.
Related concepts: Absurdity heuristic, Antiprediction.