Radcliffe’s report documents an asymmetry between rapid AI adoption and weak institutional governance across newsrooms in the Global South and emerging economies. Its iconic finding is not simply that journalists use generative systems widely, but that use often precedes policy, training, transparency and editorial accountability. Survey evidence from more than seventy countries reveals AI as a pragmatic workplace instrument for drafting, translation, transcription, research and fact-checking, while also exposing unequal access, linguistic bias, misinformation risks, job insecurity and dependency on platforms designed elsewhere. The methodological operation is situated comparison: technological change is examined through newsroom scale, regional infrastructure and professional conditions rather than universalised from wealthy media markets. The report’s broader contribution to media studies lies in showing that automation is governed through organisational capacity. Where policies and resources are absent, responsibility is displaced onto individual journalists. The bridge to development studies is therefore decisive: AI competence depends upon institutional resilience, public-interest standards and access to infrastructures capable of sustaining independent knowledge production.
