AI-generated podcasts: Synthetic Intimacy and Cultural Mistranslation in NotebookLM's Audio Overviews
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Abstract (arXiv)
This paper analyses AI-generated podcasts produced by Google's NotebookLM, which generates audio podcasts with two chatty AI hosts discussing whichever documents a user uploads. While AI-generated podcasts have been discussed as tools, for instance in medical education, they have not yet been analysed as media. By uploading different types of text and analysing the generated outputs I show how the podcasts' structure is built around a fixed template. I also find that NotebookLM not only translates texts from other languages into a perky standardised Mid-Western American accent, it also translates cultural contexts to a white, educated, middle-class American default. This is a distinct development in how publics are shaped by media, marking a departure from the multiple public spheres that scholars have described in human podcasting from the early 2000s until today, where hosts spoke to specific communities and responded to listener comments, to an abstraction of the podcast genre.
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References · 6
- 2023Generative artificial intelligence enhances creativity but reduces the diversity of novel contentcited by 167
- 2023Cultural Bias and Cultural Alignment of Large Language Modelscited by 149
- 2024AI Suggestions Homogenize Writing Toward Western Styles and Diminish Cultural Nuancescited by 60
- 2025AI-generated stories favour stability over change: homogeneity and cultural stereotyping in narratives generated by gpt-4o-minicited by 7
- 2023Algorithmic failure as a humanities methodology: machine learning's mispredictions identify rich cases for qualitative analysiscited by 3
- 2025Generative AI in clinical practice: novel qualitative evidence of risk and responsible use of Google's NotebookLMcited by 1
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