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Managers credit AI for work employees did, costing staff raises and promotions. Researchers call this the AI penalty. Workers now hide AI use to avoid punishment. Amazon scrapped an internal token-use leaderboard. OpenHands and IBM's Attribution Toolkit aim to track human versus machine contributions.
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