Well, even though I'm not much of a programmer (certainly not good enough of one to submit an entry into this contest), this does seem to be something of an important issue.
First of all, if a genetic algorithm of some sort is used to evolve to model, obivously there would probably be no issue. But, what about other solution-generating programs? If a more rigid artificial intelligence program was used, there would (? might?) have to be some starting point and some rules that guide the contruction of solution. How rigid could the rules and how finished could the seed be and still be considered an autonomous solution generator?
I hope that posting doesn't seem too naive or redudant in light of the rest. Also, it seems that you have only considered G.A.'s... you are not considering other algorithms to generate solutions?
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