A freelance translator in Ottawa had an eye-opening exchange at the gym when a fellow classmate suggested simply uploading documents to ChatGPT for translation. The woman, who works in human resources, seemed genuinely surprised that professional translation required more than clicking a button. This encounter reveals a widespread misunderstanding about AI capabilities among professionals who rely on sophisticated tools daily.

The translator explained that while AI can produce translated text, the results often suffer from formatting problems and questionable accuracy. More importantly, translation involves understanding context, adapting tone, and ensuring natural flow—skills that require human judgment. Professional translators don't just convert words; they localize content and maintain consistency across complex style guides.

The author uses AI as a productivity tool, feeding it 500-page style guides to flag rule violations and extracting terminology from reference documents. However, every output requires careful verification. AI frequently invents acronyms, forgets sentences, and ignores provided terminology without explicit prompting.

Despite working in HR, the civil servant admitted she couldn't use AI at work because it wasn't reliable enough—an irony that underscores how AI remains a tool requiring skilled operators, not a replacement for professional expertise.