#evaluation-incentives

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Artificial intelligence
fromFuturism
1 day ago

OpenAI Realizes It Made a Terrible Mistake

Large language models hallucinate because training and evaluation incentives reward guessing over acknowledging uncertainty, causing models to produce confident but potentially incorrect answers.
Artificial intelligence
fromTechCrunch
1 week ago

Are bad incentives to blame for AI hallucinations? | TechCrunch

Large language models produce confident but false statements because pretraining emphasizes next-word prediction and current evaluation incentives reward superficially correct outputs.
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