But the threshold between correct and incorrect inference is dependent on an intersection of the model and the document so far. That is not manageable by definition, I mean... It is a chaotic system.
Is this dissimilar to what the human brain produces? Are we not producing chaos controlled by wanting to give the right answer?
Yes it is very dissimilar. Life isn't a sum of the discrete inputs. I mean maybe it is at times but the context is several orders of magnitude greater, the inputs several orders of magnitude input, etc but the theory that it can be quantified like this is unproven let alone a good basis for an artificial system.