How ChatGPT Changed the Media's Narratives on AI: A Semi-Automated Narrative Analysis Through Frame Semantics
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Abstract (arXiv)
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 tenfoldunicodex2014from 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.
Key facts. Cited by 5 papers in the map (data through 14 Oct 2026). Builds on 4 of its 28 references that are in the map. First posted on arXiv 12 Aug 2024.
Builds on
4 of 28 references.
References · 4
- 2024AnthroScore: A Computational Linguistic Measure of Anthropomorphismcited by 27
- 2021LOME: Large Ontology Multilingual Extractioncited by 23
- 2016Long-Term Trends in the Public Perception of Artificial Intelligencecited by 22
- 2024From "AI" to Probabilistic Automation: How Does Anthropomorphization of Technical Systems Descriptions Influence Trust?cited by 18
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Citing papers per year: 2025: 1; 2026: 4.
5 papers.
- 2025A Taxonomy of Linguistic Expressions That Contribute To Anthropomorphism of Language Technologiescited by 14
- 2026Strategic Polysemy in AI Discourse: A Philosophical Analysis of Language, Hype, and Powercited by 1
- 2026Six misconceptions about large language models: A minimal model and diagnostic taxonomycited by 0
- 2026The Multilingual FrameNet Corpuscited by 0
- 2026The Many Morals of AI: The cautionary bias of North American news narratives in global perspectivecited by 0
- 2026The Many Morals of AI: The cautionary bias of North American news narratives in global perspective13 Oct 2026
- 2026The Multilingual FrameNet Corpus24 Aug 2026
- 2026Six misconceptions about large language models: A minimal model and diagnostic taxonomy19 Aug 2026
- 2026Strategic Polysemy in AI Discourse: A Philosophical Analysis of Language, Hype, and Power22 Apr 2026
- 2025A Taxonomy of Linguistic Expressions That Contribute To Anthropomorphism of Language Technologies14 Feb 2025