He vibecoded an AI attractiveness rater validated on real data; it scored him 5.1

AaronBergman18 · x · 2026-10-29

After rating himself a 5 in physical attractiveness while friends insisted he was hot, a developer vibecoded a photo-rating system using LLM scores as non-final inputs, validated against real anonymous rating data. Result: his mean was 5.1 and median 5.2 — confirming his friends were just being nice.

Related event: Developer builds LLM-based attractiveness rater, scores himself 5.1(2 posts)→

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