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"content": "nostr:npub1kk5synd8ht0sn7eagg9gudz2cxtvcr06pt8v72qxd4u78pa5jtqszee0ds nostr:npub1th4dzg20r5lt0ks5826rcjxne0vfy4n33zjne8ke32amtv0udnwslqcem3 \n\nIf your dataset contains biases, then ANYTHING you train on it will inherit those biases (absent specific corrective action).\n\nPretty much every textbook tells you that your models will sometimes train on non-obvious \"details\". This applies to AI. It applies to machine learning. It applies to statistics, even simple old regression and classification.\n\nIf AI/statistics practitioners know this, why do we have to keep re-learning this lesson the hard way?\n\nPerhaps managements need a couple knocks to the side of the head to beat this fact into them?",
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