AI and the Quantity and Quality of Creative Products: Have LLMs Boosted Creation of Valuable Books?
Working Paper 34777
DOI 10.3386/w34777
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The diffusion of LLMs from 2022 to 2025 tripled new book releases. While average book quality, measured by usage, declined, the surge in releases raised the number of modest-quality books. Direct evidence using AI detection shows that AI-containing books have lower quality, and their rising share – topping half of 2025 releases – drives the overall decline. A nested logit calibration shows that AI books raised consumer surplus by seven percent in 2025. Author selection accounts for most of the AI quality differential, and the AI-human differential shrinks over time. Finally, AI has not displaced authors active prior to LLMs.
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Copy CitationImke Reimers and Joel Waldfogel, "AI and the Quantity and Quality of Creative Products: Have LLMs Boosted Creation of Valuable Books?," NBER Working Paper 34777 (2026), https://doi.org/10.3386/w34777.Download Citation
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Non-Technical Summaries
- The rapid diffusion of large language models (LLMs) since late 2022 has transformed book publishing, with the rate of new e-book releases...