Psy-Kosh comments on Let's reimplement EURISKO! - Less Wrong
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Yeah, AGI would be Artificial General Intelligence, where the term "General" is to contrast it with much of current AI work which, well, isn't.
ie, a human, for instance, can figure out how to play an instrument, do deep number theory, build an engine, etc etc etc etc...