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Media & Arts·G Space·Evidence-backed gain·Published 2026-08-08

Quality perceptions and intended engagement in response to AI-generated and AI-assisted news

Abstract: The increasing use of artificial intelligence (AI) in news production raises important questions about how audiences perceive and respond to AI-generated journalism. This preregistered survey experiment (N = 599, German-speaking Switzerland) examines (i) perceptions of article quality (measured as credibility, readability, and expertise) across news excerpts that were human-written, AI-assisted, or fully AI-generated, and (ii) self-reported intentions to engage following disclosure of AI involvement. Participant…

TRV-2026-0696Peer-reviewedPermanent record — cite & verify
Quality perceptions and intended engagement in response to AI-generated and AI-assisted news

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The quick read

A preregistered survey experiment in German-speaking Switzerland with 599 participants tested how audiences perceive news excerpts described as human-written, AI-assisted, or fully AI-generated. Participants first rated quality without knowing the production method, then learned how their excerpts were produced and reported engagement intentions.

The comparable quality ratings suggest AI-generated news can meet audience quality expectations in this context, while the brief lift in continued reading after disclosure without a change in longer-term intentions indicates curiosity does not yet translate into sustained preference. Uncertainty remains about actual reading behavior, longer articles, and audiences outside this regional sample.

Main points
  • Preregistered survey experiment with N = 599 participants in German-speaking Switzerland.
  • Compared perceptions of credibility, readability, and expertise for human-written, AI-assisted, and fully AI-generated news excerpts.
  • Participants rated two short excerpts before learning production method, then reported engagement intentions after disclosure.
  • Future willingness to read AI-generated news did not differ across conditions after disclosure.
Gain

In a Swiss survey experiment, readers judged AI-assisted and fully AI-generated news excerpts as comparable to human-written excerpts on credibility, readability and expertise, and reported higher immediate willingness to keep reading after AI involvement was disclosed.

The rundown

The study randomly assigned participants to human-written, AI-assisted, or fully AI-generated conditions and had them rate two short news excerpts on credibility, readability, and expertise before any disclosure of production method.

After disclosure, the AI conditions showed higher self-reported intention to continue reading the assigned articles versus control, while self-reported future willingness to read AI-generated news showed no difference across conditions.

Sources

Reader signal

How should this claim be treated?

The debate