There is a common misconception that as AI advances, multilingual professionals will inevitably become less relevant. In this episode of LangTalent, MK Blake, VP of Delivery Services at Welo Data, flips that narrative on its head. She argues that linguists are not just supporting the “last mile” of localization—they are absolutely foundational to the “first mile” of AI training.

MK breaks down why human judgment is critical for teaching models how to interpret meaning across cultures. We explore why unique human skills like “pragmatic competence” and navigating ambiguity are more valuable than ever.