this post was submitted on 01 Apr 2024
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Futurology

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[–] [email protected] 0 points 5 months ago (6 children)

…and even AI-generated "synthetic data" as options.

HAHAHA

[–] [email protected] 0 points 5 months ago (2 children)

This is how the best chess and go computers got to be as good as they are. AI generated "synthetic data."

[–] [email protected] 0 points 5 months ago

Yes and no.

Chess bots (like Stockfish) are trained on game samples, with the goal of predicting what search path to keep looking at and which moves will result in a win. You get game samples by playing the game, so it made sense to have stockfish play itself, since the input was always still generated by the rules of chess.

If a classifier or predictive model creates it's own data without tying it to the rules and methods in reality, they're going to become increasingly divorced from reality. If I had to guess, that's what the guy in the article is referencing when talking about "sanitizing" the data. Some problems, like chess, are really easy. Mimicking human speech? Probably not

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