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ResearchOctober 5, 2026

"I just assumed that it would translate": examining MT risk awareness among healthcare staff with abbreviations as a use case

In the UK, public healthcare staff report turning to machine translation (MT) - predominantly Google Translate (GT) - to communicate with patients across language barriers. Though intended to support their duty of care, potentially uninformed reliance on MT in such contexts…

Eleanor Taylor-Stilgoe, F\'elix do Carmo, Constantin Or\u{a}san·arXiv — cs.AI
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Key Takeaways
  • 01.In the UK, public healthcare staff report turning to machine translation (MT) - predominantly Google Translate (GT) - to communicate with patients across language barriers
  • 02.Though intended to support their duty of care, potentially uninformed reliance on MT in such contexts…

This material is provided as an extended analytical summary.

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