Disappointment or hype? Framing artificial intelligence in the US elite news media

How do elite US news outlets frame AI within accounts of hype, disappointment and tempered expectation? This study finds that rather than fueling hype, coverage tends to adopt a cautious tone – emphasizing everyday uses and current impacts over speculative futures. A content analysis of three high-profile US dailies shows more positive tones when only developers or vendors discuss their own AI tools. The findings underscore journalists’ important role in contextualizing and balancing biased narratives and will be a valuable contribution for academics, journalists and policymakers seeking to understand hype, disappointment and expectation dynamics in technology discourse and their broader social implications.

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Publication Details

Journal
Global Media and Communication
Published
2026-01-21
DOI
https://doi.org/10.1177/17427665251411490
Primary Topic
Media Studies and Communication
Type
article
Field-Weighted Citation Impact
0.00

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article

Disappointment or hype? Framing artificial intelligence in the US elite news media

Dennis Nguyen, Lilla Vicsek, Katalin Feher
Global Media and Communication
Media Studies and Communication
article

Disappointment or hype? Framing artificial intelligence in the US elite news media

Dennis Nguyen, Lilla Vicsek, Katalin Feher
article en

Abstract

How do elite US news outlets frame AI within accounts of hype, disappointment and tempered expectation? This study finds that rather than fueling hype, coverage tends to adopt a cautious tone – emphasizing everyday uses and current impacts over speculative futures. A content analysis of three high-profile US dailies shows more positive tones when only developers or vendors discuss their own AI tools. The findings underscore journalists’ important role in contextualizing and balancing biased narratives and will be a valuable contribution for academics, journalists and policymakers seeking to understand hype, disappointment and expectation dynamics in technology discourse and their broader social implications.

Global Media and CommunicationVol. 22(1)
Ludovika University of Public Service (HU), Corvinus University of Budapest (HU), Utrecht University (NL)
National Research, Development and Innovation Office
Openalex Percentile: Top 84%
Media Studies and Communication
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