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Representative of the Holy Order in the Arkanarian Province. Bishop and Councilor of War, servant of Our Lord!
How to solve this problem- Neural Net? Fuzzy? Other?
Sounds like a classic Bayes problem.
Building a tool to fix compiler errors automagically
The compiler can, however do far better than say "cannot infer the type of x". Off the top of my head, it could have a large Beisian net for computing the conditional probabilities of various error causes, given the whole program written.