Algorithmic Bias in Brazilian Carnaval Samba School Judging Protocols

巴西狂欢节桑巴学校评审机制中的算法偏见

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Since 2018, Rio’s Liga Independente das Escolas de Samba has deployed AI-assisted scoring tools to standardize evaluations across 12 competitive categories.
Judges input real-time annotations during parades, but underlying models weight rhythmic precision 3.2 times more heavily than thematic coherence or costume craftsmanship.

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