Artificial intelligence systems are more harsh on people who violated hypothetical rules or policies than judgement calls from humans, a study from MIT researchers shows.
humans in judgment calls and is more prone to issue harsher penalties and punishments for rule breakers, according to a new study from MIT researchers.likelihood of a criminal reoffendingResearchers at the Massachusetts university, as well as Canadian universities and nonprofits, studied machine-learning models and found that when AI is not trained properly, it makes more severe judgment calls than humans.
"These models are not even reproducing already-biased human judgments because the data they’re being trained on has a flaw," Ghassemi went on."Humans would label the features of images and text differently if they knew those features would be used for a judgment." The new research, spearheaded by Ghassemi, examined how closely AI"can reproduce human judgment." Researchers determined that when humans train systems with"normative" data - where humans explicitly label a potential violation - AI systems reach a more human-like response than when trained with"descriptive data.
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