CONCEPT
Cross-Domain Translation
The contextual work of rendering insight from one community intelligible to another — the irreducibly human bridging function that AI does not perform.
Information crossing a structural hole must be translated from the vocabulary of its origin community into the vocabulary of its destination. Raw facts transferred without translation are noise. The most valuable bridging humans are those who can translate — who know both communities well enough to render cross-domain insights in terms the receiving community can absorb. AI performs information retrieval across domains with extraordinary range but does not perform this community-specific translation. It can tell the lawyer that AI changes legal practice. It cannot translate that change into the specific terms of the lawyer's daily work — her client relationships, her courtroom strategies, her professional identity.
In The You On AI Field Guide
Translation is the hard work of bridging. When a former classmate mentions an optimization technique from bioinformatics that applies to a software problem, the mention works because the classmate knows both the technique's practical behavior and the software problem's actual shape. She can render the technique in terms that map onto the problem — not because she verbalizes the