"Accuracy-only leaderboards and model evaluations can incentivise developers to favour models that guess rather than abstain."
OpenAI identifies accuracy-focused leaderboards and model cards as part of the incentive structure surrounding hallucinations. When abstentions receive no credit, benchmark competition can favour confident guessing even when that produces more incorrect answers in deployment.
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