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

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—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.

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Publication Details

Journal
Minds and Machines
Published
2024-11-23
DOI
https://doi.org/10.1007/s11023-024-09705-w
Citations
16
Primary Topic
Misinformation and Its Impacts
Type
article
Field-Weighted Citation Impact
18.11

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article

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

Johanna Björklund, Igor Ryazanov, Carl Öhman
16 citations
Minds and Machines
Misinformation and Its Impacts
18.11
article

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

Johanna Björklund, Igor Ryazanov, Carl Öhman
article en
16 citations

Abstract

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—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.

Minds and MachinesVol. 35(1)
Uppsala University (SE), Umeå University (SE)
Marcus och Amalia Wallenbergs minnesfond
Openalex Percentile: Top 1%
Misinformation and Its Impacts
18.11
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