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The Explanation Gap: Why Explainable AI Still Struggles to Speak Human

This story is from 2026-09-17. It is preserved in the archive; the latest stories are on the live feed.

A model predicts a 92% risk of hospital readmission. The SHAP values show age, prior admissions, and medication adherence as the top contributors. But when a nurse asks, "Why this patient, this week?" The technical answer: 'coefficients multiplied by feature values, printed to four decimal places'.…

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  1. 2026-09-17 18:22 · DEV Community — Machine Learning
    The Explanation Gap: Why Explainable AI Still Struggles to Speak Human

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