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Human expertise where AI and machine translation fall short.

I help researchers, universities and businesses refine AI-generated, machine-translated and non-native English into fluent, credible, publication-ready communication.

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High-stakes communication needs human editorial judgement.

AI and MT can generate fluent text, but credibility, precision, tone and audience impact still depend on expert human review.

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A handy resource of knowledge and opinions about language and writing.

Weekly musings on AI, LLM, academic writing, localisation, editing, specifics of SK/CZ to English transcreation, etc.

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“Darren created great new content for our global website. He’s a pleasure to work with.”

Indra Rudova, Marketing Manager, Schlötter International