A multi-agent router that selects culturally specialized LLM personas reports a jump in self-scored cultural alignment from 0.208 to 0.820, but the metric and the claimed method are not independently validated.
IEEE Transactions on Knowledge and Data Engineering (2025)
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Whispers of Many Shores: Cultural Alignment through Collaborative Cultural Expertise
A multi-agent router that selects culturally specialized LLM personas reports a jump in self-scored cultural alignment from 0.208 to 0.820, but the metric and the claimed method are not independently validated.