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by EGreg 2957 days ago
People underestimate MCTS greatly

It beat Rybka and every other bespoke chess program in existence

AlphaZero even beat the version of AlphaGo that was trained on existing data.

Point is — we have no idea what is possible when you unleash MCTS towards goals like persuasion, humor etc.

The ONLY constraint here is that feedback requires a human judge. If you can learn to simulate a human based on lots of data (this is a hard part) then you can finally have a two sided game playing each other and find the best diets, the best diagnoses utilizing symptoms, tests and big data around the world of incidence of outbreaks etc.

However it also means quickly finding the funniest jokes, most convincing but subtly flawed arguments, best artworks etc.