A while back, you mentioned that people regularly confuse universal priors with coding theory. But minimum message length is considered a restatement of occam's razor, just like solomonoff induction; and MML is pretty coding theory-ish. Which parts of coding theory are dangerous to confuse with the universal prior, and what's the danger?
The difference I was getting at is that when constructing a code you're taking experiences you've already had and then assigning them weight, whereas the universal prior, being a prior, assigns weight to strings without any reference to your experiences. So when people say "the universal prior says that Maxwell's equations are simple and Zeus is complex", what they actually mean is that in their experience mathematical descriptions of natural phenomena have proved more fruitful than descriptions that involve agents; the universal prior has nothin...
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