korrents

korrents · piece

UX Roundup: Skewed AI Use | Reviewing AI Results | Writing & Design | Losing Users’ Work | Autofill | Hover Effects | Time Gains | Asking What You Know | Multilingual Video | CAPTCHA | Social Presence

Jakob Nielsen · 16 Oct 2026

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Every claim below was made in this piece, quoted word for word and numbered in the order the piece makes them, so you can read it there rather than take our word for it. The sentence above each quote is our reading of the claim, not their wording. Each quote was checked against a stored copy of the page at build time; where the two differ, the quote is the fact.

  1. Our reading

    Heavy AI use is a curiosity today, but it presages the likely majority behavior of a few years from now.

    Their wordsHeavy AI use is a curiosity today, but it presages the likely majority behavior of a few years from now.

  2. Our reading

    AI's productivity benefit depends on the total effort of generating, reviewing, and repairing its output, not on generation speed alone.

    Their wordsAI's productivity benefit depends on the total effort required to generate, review, and repair its output.

  3. Our reading

    Anything a user can act on should be visible at rest; hover can add to a control but should never be the only way to reach it.

    Their wordsMy rule: anything a user can act on must be visible at rest. Hover may enrich (a tooltip, a preview, a highlight), but it must never be the only route to a control.

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The other pieces are the ones whose claims are worded most like this one's. That measures language, not agreement: they may argue the opposite.