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cs.CY 1

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2026 1

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Personalized AI Practice Replicates Learning Rate Regularity at Scale

cs.CY · 2026-03-09 · unverdicted · novelty 4.0

Large-scale data from an AI platform confirms students have consistent learning rates (IQR 7.01-8.25 opportunities to 80% mastery) despite variable starting knowledge, replicating prior findings with automated knowledge components.

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  • Personalized AI Practice Replicates Learning Rate Regularity at Scale cs.CY · 2026-03-09 · unverdicted · none · ref 3

    Large-scale data from an AI platform confirms students have consistent learning rates (IQR 7.01-8.25 opportunities to 80% mastery) despite variable starting knowledge, replicating prior findings with automated knowledge components.