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AI-ready · Tool Usage

Your office serves a constituency where a third of residents aren’t primarily English speakers, and you’re considering AI translation for benefits notices. Where would you trust machine translation outright, and where would you insist on human review?

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I trust it outright for routine, templated notices where the content is stable and I can validate the translation once against a native speaker and reuse it — appointment reminders…

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