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Strilanc comments on Neuroscience basics for LessWrongians - Less Wrong
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Data with lots of redundancy does, in a certain sense, contain a lot of junk. Junk that, although it helps reliably transmit the data, doesn't change the meaning of the data (or doesn't change it by much).
Yeah. What's relevant to this discussion is complexity, not number of base pairs.