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Translation Quality Checklist

Checklist for judging whether an AI translation preserves meaning, tone, and register — not just grammar.

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Use this to check an AI-produced translation, ideally with a fluent speaker of the target language reviewing it. - Does it preserve the actual meaning, including anything implied rather than stated outright — idioms and indirect phrasing are the most common place meaning slips? - Is the register/formality appropriate for the context (a legal document, casual chat, marketing copy each need a different register), not just grammatically correct? - Are names, numbers, units, dates, and technical terms preserved or correctly localized (date formats, currency, measurement units), not silently altered? - Does it read naturally to a native speaker, or is it grammatically correct but obviously translated ("translationese")? - Is anything culturally specific (a joke, reference, idiom) adapted sensibly for the target audience, or left in a form that won't land? - For ambiguous source phrasing, did the translation pick a reasonable interpretation, or does it read as confused/garbled where the source was actually clear? - If terminology needs to stay consistent (a product name, a specific technical term), is it used consistently throughout, not translated differently in different places? Never publish or send a translation for a language you can't personally verify without having a fluent speaker check it first, especially for anything official, legal, or customer-facing.

Shared by Parshu · Published Aug 1, 2026

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  1. 1Review the complete instructions after closing this guide.
  2. 2Use Copy or Download when that option is available.
  3. 3Follow the setup notes in the AI tool the resource is designed for.