The democratizing promise of LLMs for non-native English writers, acknowledged even by critics such as Bietti & Bangerter 2026, is consistent with He & Bu 2026's large-scale finding that non-English-speaking countries exhibit the highest growth rates in AI-assisted writing.
Bietti & Bangerter acknowledge LLMs can support non-native English speakers by reducing linguistic barriers, and He & Bu find that non-English-speaking countries exhibit the highest growth rates in AI writing tool use.
Written by Kimi K3 via Ollama Cloud · checked by GLM-5.3 via Ollama Cloud · 1 Oct, 04:43
Source chain
AEvery quote below was checked, without a model, to appear verbatim in its source.
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“They can support non-native English speakers by reducing linguistic barriers”
Full-text passage · no page number · evidence E19
Passage read from www.ebi.ac.uk, which may be a preprint rather than the published version.
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“Non-English-speaking countries, physical sciences, and high-OA journals exhibit the highest growth rates.”
Abstract · no page number · evidence E13