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IlyaShpitser comments on AI cooperation is already studied in academia as "program equilibrium" - Less Wrong Discussion
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What do you think about statistics/machine learning? Also what exactly do you mean when you say the situation in "logic" is scarcely better than in psychology? Do you mean mathematical logic/model theory? GOFAI? Logic in analytic philosophy?