AI RESEARCH
Which English Do LLMs Prefer? Triangulating Structural Bias Towards American English in Foundation Models
arXiv CS.AI
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ArXi:2604.04204v1 Announce Type: cross Large language models (LLMs) are increasingly deployed in high-stakes domains, yet they expose only limited language settings, most notably "English (US)," despite the global diversity and colonial history of English. Through a postcolonial framing to explain the broader significance, we investigate how geopolitical histories of data curation, digital dominance, and linguistic standardization shape the LLM development pipeline.