# AI and the Quantity and Quality of Creative Products: Have Llms Boosted Creation of Valuable Books?

Source: https://www.youtube.com/watch?v=RxxAs7-exCY
Recap page: https://rapidrecap.app/video/RxxAs7-exCY
Generated: 2026-02-12T11:03:47.786+00:00

---
## Quick Overview

The AI revolution in publishing has significantly increased the sheer volume of creative products, specifically books, with AI-assisted authors producing 172 new titles per month in 2025 alone, yet this massive increase in quantity has not translated to higher quality, as evidenced by the fact that 51% of the sample books had zero ratings, suggesting the market is flooded with low-value content, even though established authors are using AI to boost their output.

**Key Points:**
- The volume of AI-assisted book creation reached 172 new titles per month by mid-2025, significantly tripling compared to the pre-AI era.
- Despite the volume increase, the average quality of books, measured by ratings, dropped significantly, with 22% of the sample having zero ratings.
- Established authors are leveraging AI tools to boost their productivity, increasing output but maintaining high quality in their own mid-tier books.
- The NBER paper suggests that the flood of low-quality AI-generated content negatively impacts consumer surplus by creating noise that obscures valuable human-created works.
- The US Copyright Office ruled that AI outputs without significant human expressive elements are not copyrightable, creating a clear distinction between AI tools and human authors.
- The study analyzed 8 specific subcategories, finding that genres like romance, economics, and women's sleuths showed massive AI production, while established authors maintained quality.
- The success of AI-assisted content relies on the human operator's skill to edit and direct the AI, otherwise, the output is low-value.

![Screenshot at 00:11: The visual prominently displays an advertisement to "Become A Member Today!" over an image of two podcasters, setting the stage for a discussion about content creation and market saturation, which is the core theme of the paper being analyzed.](https://ss.rapidrecap.app/screens/RxxAs7-exCY/00-00-11.jpg)

**Context:** The discussion centers around a working paper from the National Bureau of Economic Research (NBER), authored by K. Rymer and J. Waldvogel, which examines the impact of Large Language Models (LLMs) on the publishing industry, specifically focusing on the quantity versus quality of creative products like books. The paper compares book metrics before and after the widespread adoption of generative AI tools, noting the massive increase in supply and questioning whether this abundance correlates with increased consumer value or simply an increase in low-quality, AI-generated content.

## Detailed Analysis

The AI revolution has led to an explosion in the quantity of creative products, exemplified by the fact that 172 new AI-assisted book titles are being released monthly in 2025 alone, a threefold increase from the pre-AI era. However, this quantitative surge has come at the cost of quality; the study found that the average quality of books, measured by ratings, has dropped significantly, with 22% of the sampled books receiving zero ratings. The researchers argue that this influx of low-quality content acts as noise, negatively affecting consumer surplus. Conversely, established authors are using AI to increase their productivity, particularly in mid-tier genres like romance and travel, but their quality metrics remain high. The legal landscape is also evolving, as the US Copyright Office has ruled that purely AI-generated outputs lack the necessary human expressive elements for copyright protection. The researchers used demand modeling to predict that consumer surplus is likely higher now for niche interests because high-quality books are easier to find, but the overall market is diluted by the sheer volume of low-quality, AI-generated works. The distinction between using AI as a tool (like a typewriter) versus using it to replace the writer is crucial, as high-quality output still requires skilled human direction and editing.

### AI Impact on Book Volume

- Volume of AI-assisted book releases tripled to 172 titles/month by mid-2025
- Average quality (ratings) dropped significantly
- 22% of sampled books had zero ratings

### Author Response to AI

- Established authors increased output via AI tools, keeping high quality in mid-tier genres (Romance, Travel)
- New authors/bots are disproportionately producing low-quality work

### Economic Measurement

- Consumer surplus increased for niche interests (easier to find good content) but overall market value is diluted by noise
- The marginal cost of writing is near zero, leading to massive supply.

### Regulatory Landscape

- US Copyright Office ruled AI outputs without human expression are not copyrightable
- Amazon requires disclosure of AI-generated content.

### Data Analysis Details

- Analyzed 172 titles/month across 8 subcategories
- Found established authors' high-tier book quality remained unchanged, while mid-tier AI-assisted books showed a 25-50% consumer surplus increase.

![Screenshot at 00:00: The opening screen features the title graphic with two podcasters and the call to action "Become A Member Today!" over a grid/waveform visual.](https://ss.rapidrecap.app/screens/RxxAs7-exCY/00-00-00.jpg)
![Screenshot at 00:14: A visual cue showing the podcast hosts discussing the term 'slop' used to describe low-quality internet content.](https://ss.rapidrecap.app/screens/RxxAs7-exCY/00-00-14.jpg)
![Screenshot at 01:36: The speakers discussing the NBER working paper, highlighting the core conflict between AI volume and quality in publishing.](https://ss.rapidrecap.app/screens/RxxAs7-exCY/00-01-36.jpg)
![Screenshot at 02:25: A visual representation of the flood of low-quality content, contrasting with the potential for high-quality output.](https://ss.rapidrecap.app/screens/RxxAs7-exCY/00-02-25.jpg)
![Screenshot at 04:45: The speakers discussing the specific genres heavily impacted by AI, such as Romance and Women's Sleuths.](https://ss.rapidrecap.app/screens/RxxAs7-exCY/00-04-45.jpg)