The Hutter Prize (<a href="http://prize.hutter1.net/" rel="nofollow">http://prize.hutter1.net/</a>) claims that compression is related to intelligence, and that good compression is advancing towards AI.<p>I'm not so sure, but it leads to interesting ideas.<p>A genetic algorithm, taking sample chunks from the expanded data, creating dictionaries, compressing, and comparing scores might be a useful approach. (But a poor fit for the hutter prize's restrictions.)