Episode

The Google Translate Journey: From Statistical to Neural to LLM | Macduff Hughes

Podcast: Localization Fireside Chat
Published: Jun 2, 2026
Duration seconds: 3336
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Summary

Macduff Hughes spent 12 years leading the Google Translate team at Google — guiding it through two of the most consequential technology shifts in the history of language. In this conversation he breaks down how Google Translate actually worked under the hood, what the 2016 neural transition really looked like from inside the room, and what the rise of LLMs means for the future of translation and the professionals who work in it.