The same biases

Highly unlikely. Roughly analogous at best.

Luckily, the AI is fully capable of throwing correction factors in there if there are in fact systematic biases to it's approximations.

I don't see immediately how noise could cause a systematic error unless you were doing something stupid like representing probabilities as real numbers between 0 and 1. Maybe I should actually read this...