Generative AI

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No Evidence of 'Pelicanmaxxing': AI Labs Not Secretly Optimizing for Famous SVG Benchmark, Study Finds

No Evidence of 'Pelicanmaxxing': AI Labs Not Secretly Optimizing for Famous SVG Benchmark, Study Finds

Jul 23, 2026
Dylan Castillo

A new study testing 1,008 AI-generated SVGs across 48 animal-vehicle combinations finds no evidence that AI labs are secretly 'pelicanmaxxing' — gaming Simon Willison's famous pelican-on-a-bicycle SVG benchmark — with pelicans ranking 6th out of 8 animals in drawing quality, suggesting broad SVG optimization rather than targeted benchmark manipulation.

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