October 8, 2026
Every Rule Passed. The Translation Was a Page That Should Not Exist.
A short hotel title went into my AI translation pipeline and came out as an invented guest information page. Every check I had built said it was fine.
TAG
Machine Translation
September 28, 2026
Context Engineering for Localization
A translation can be fluent and still be wrong. How a mistranslated post got me thinking about context engineering for localization, and why having the information isn't the same as using the right context.
September 8, 2026
What I'm Learning About MT Quality Evaluation: From Scores to Decisions
How machine translation quality evaluation is evolving from traditional metrics toward LLM judges, MQM-style error diagnosis, publishability decisions, automated repair, and human-in-the-loop workflows.