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summerstay comments on Replicating Douglas Lenat's Traveller TCS win with publicly-known techniques - Less Wrong
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You can read a paper on EURISKO here. My impression is that the program quickly exhausted the insights he put in as heuristics, and began journeying down eccentric paths that were not of interest to a human mathematician.