The Culture Funnel / CultureMarkers

Cohere Labs study showing that explicit cultural signals decline sharply through post-training pipelines — the "cultural data funnel" — with implications for multilingual and multicultural model behavior. Ships with CultureMarkers, a 5.6M-sample culturally-tagged dataset. Continues the Aya line's multilingual-equity research agenda.