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In a print studio, a short-haired designer overlays two poster proofs on a vertical light table and circles one small revision area in coral while clips hold the rest steady; a compact teal AI machine waits nearby.

AI Tools & Apps

AI Revisions Go in Circles Because "More Polished" Can't Be Compared

When AI edits drift further each round, the prompt usually isn't the problem; the feedback can't show a difference. Each round, state what to keep, one visible change, and what not to touch, then compare two versions.

about 6 min read · 2026.07.29