English

How ChatGPT Changed the Media's Narratives on AI: A Semi-Automated Narrative Analysis Through Frame Semantics

Computation and Language 2024-11-26 v2 Computers and Society

Abstract

We perform a mixed-method frame semantics-based analysis on a dataset of more than 49,000 sentences collected from 5846 news articles that mention AI. The dataset covers the twelve-month period centred around the launch of OpenAI's chatbot ChatGPT and is collected from the most visited open-access English-language news publishers. Our findings indicate that during the six months succeeding the launch, media attention rose tenfold\unicodex2014\unicode{x2014}from already historically high levels. During this period, discourse has become increasingly centred around experts and political leaders, and AI has become more closely associated with dangers and risks. A deeper review of the data also suggests a qualitative shift in the types of threat AI is thought to represent, as well as the anthropomorphic qualities ascribed to it.

Keywords

Cite

@article{arxiv.2408.06120,
  title  = {How ChatGPT Changed the Media's Narratives on AI: A Semi-Automated Narrative Analysis Through Frame Semantics},
  author = {Igor Ryazanov and Carl Öhman and Johanna Björklund},
  journal= {arXiv preprint arXiv:2408.06120},
  year   = {2024}
}

Comments

19 pages, 6 figures and 2 appendices (5 pages) Minds & Machines, published in November 2024