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Benchmarks

2 articles

A bold vintage screen-print illustration in cream, deep teal-green and burnt rust orange of a thick zigzag folding tape measure stretched diagonally across a row of rectangular screen panels of different sizes.

// Design Engineering

AI Writes Responsive Code That Isn't Responsive

A 12 August 2026 benchmark found 68% of AI-generated webpages break across real browsers and devices, 1.7x the human baseline, while reading fine in a diff.

A bold vintage screen-print illustration in deep burgundy, warm gold and muted teal of a large theatrical drama mask split down the middle, one half a smooth painted face and the other broken into a blank tile grid.

// Prototyping

Design Theater: The Gap Between an AI's Rationale and the Screen

A July 2026 benchmark found over a quarter of AI design tools' stated rationales don't match the interfaces they built, and the gap is worst on behavior, not looks.

//Pipeline Mag

Product design, development, and design engineering in the age of AI — from first prototype to creative tooling.

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