The issue goes beyond hallucinated citations. Professional expertise is built through repeated drafting, research and correction; if automation removes too much of that apprenticeship, firms may gain short-term efficiency while weakening their future talent pipeline.

That is a useful lesson for any knowledge business adopting AI: automate the drudgery, but deliberately preserve the work that teaches judgment.