Same brief, thrice: frontier models design nearly identical landing pages

soleio · x · 2026-10-09

A test gave frontier and open-weight models the same business brief and images three separate times, asking each to design a landing page with "unique personality and taste." The result: the outputs look almost identical, suggesting models' default creative outputs converge rather than diverge.

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