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Well, the odds it has memorized the autistic game mechanics I invented are nil. But it can still implement and work with them.
Consider this paper for instance, they have the AIs devise experiments to derive physical laws in simulated universes unlike our own, Opus and the strongest GPT do OK: https://arxiv.org/abs/2605.26087
They can't have memorized imaginary physics. With sufficient repetition learning, creativity and intelligence emerge. Do we not hone mathematical talent by repetition? Github is a pretty diverse space, if there's some some set of components needed to make cool things, good odds they are on github. What isn't on github could be assembled from what is. Perhaps all one needs to do to write arbitrary software is assemble all the pieces in such a way as to meet the goal.
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