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A two-year trial in 18 Tennessee middle schools shows Khanmigo AI tutoring raises math achievement by 1.3 national percentile ranks per term. Students used the tool infrequently, with only 17 percent of sessions involving mistakes, limiting the full-year effect to 0.14 standard deviations.
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