Unverified50% confidenceFactExact time
A paper published in Nature pointed out that current evaluation methods imperceptibly reward confident answers while penalizing honest uncertainty.
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9/21/2026
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UnverifiedThe confidence threshold mechanism is closely related to the academic concept of Calibration; a good model not only needs to answer correctly, but also needs to know when it might answer incorrectly.73% similarUnverifiedThe quality and bias issues of independent sources themselves are transmitted into the final conclusions, and fact-checking tools are not omnipotent72% similarUnverifiedWhen faced with skepticism, frankly acknowledging a product's drawbacks actually increases credibility and is more persuasive than stubbornly denying them.70% similarUnverified人类评估者往往对流畅、自信、符合直觉的回答给予更高评分，这是奉承偏差（Sycophancy）的形成根源70% similar
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