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Artificial test-takers as transformed controls: measuring SAT difficulty drift and student performance.

Front Artif Intell · 2026 · PMC13033716 · PMID 41918775

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a negative trendno p-value reported
a positive trendno p-value reported
As shown in Figure 3 , we find modest compositional drift: the proportion of hard questions shows a positive trend ( r = 0.62), while easy questions show a negative trend ( r = −0.44).

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