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My Information Theory is rusty (and wasn't too strong to begin with), but didn't Shannon prove that we can decode a signal given arbitrarily bad noise, but that the more noise, the lower the channel capacity?


Yep, pretty much. But therein lies the problem: filtering out garbage writing is something done by humans, whose limited time, attention, and effort all make for a pretty tight bottleneck in the first place. Degrade that channel capacity, and our ability to find texts of value becomes pretty close to nil.

edit: Also, when the noise comes in the form of competing signals rather than random noise, that becomes much, much more difficult, but we're also outside my area of expertise at this point.




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