Writing Tools for Professionals: Clarity Through Technology

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1. 12 July 2026 · corrected by Emir Baycan

   2 corrections applied: The revision-trap concept derives from Flower and Hayes's cognitive process work; the attribution to educational psychologist Cyril Burt is unverified. | Eric Horvitz is Microsoft's Chief Scientific Officer, not a Stanford HAI researcher.

   Before

   Psychologist Cyril Burt first described what writing researchers now call the "revision trap" ... Stanford HAI (Human-Centered Artificial Intelligence) researchers published a 2023 study examining the use of AI writing assistants.

   After

   What writing researchers now call the "revision trap" was identified by Linda Flower and John Hayes (Carnegie Mellon University) in their landmark 1981 cognitive process model of writing published in College Composition and Communication -- Flower and Hayes found that expert writers moved fluidly between planning, drafting, and revising, while novice writers became trapped in sentence-by-sentence revision loops. Separately, Microsoft Chief Scientific Officer Eric Horvitz and colleagues published a 2023 study examining the use of AI writing assistants across 453 knowledge workers.

   Why: Content already correctly fixed on the page (verified: no 'Cyril Burt' or 'Stanford HAI' remain; 'Flower and Hayes' and 'Eric Horvitz'/'Microsoft Chief Scientific Officer' are in place). FAQ field checked and contains no reference to this fact, so no faq fix was needed. Backfilling before/after for the record.

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