Tone is not accuracy

A polished sentence can hide a swapped number, a missed negation, or the wrong legal term. Fluency makes errors harder to spot. That is why high-stakes work needs a second human, not a warmer model.

Our samples are short on purpose. They are not a corpus you should copy into production content without review by a speaker of that language.