TheOtherDave comments on How to deal with non-realism? - Less Wrong Discussion
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(nods) Makes sense.
Presumably the reason you have such confidence about the interchangeability of identical chips is because your experience encompasses lots of examples of such chips behaving interchangeably to support a given application. More generally, you've learned the lesson through experience that while two instances of the same product coming off similar assembly lines may not be 100% identical, they are reliably close enough along the dimensions we care about to be interchangeable.
And, lacking such experience about hardware/wetware interchangeability, you are properly less certain about the corresponding conclusion.
Presumably, if that sort of experience became commonplace, your confidence would increase.