AI makes endless content possible. Why is that a problem?
AI-written, human-reviewed
Publishing has become nearly free, so volume is rewarded and sameness spreads. Platforms are responding and audiences are starting to value work with a human name on it.
Why is there suddenly so much AI content?
Because the marginal cost of one more piece is close to zero and reach is rewarded.
A Tom's Guide analysis compares mass AI content to a lottery: when each extra variation costs essentially nothing, creators can run endless versions until one gets traction. Other explainers describe the same economics, with content farms and automated accounts converting cheap output into ad or affiliate revenue. NewsGuard's tracking, summarized in one Substack analysis, found AI-generated news and content sites growing from 49 in April 2023 to 1,271 by May 2025.
TLDR: When publishing is free, the incentive is to publish more, not better.
Related: Tom's Guide: Clickbait evolved into AI slop · The Flood: AI Slop as a DDoS on Attention
What does the flood do to quality?
It makes output converge and may degrade future models.
Because many creators and brands use the same tools, prompts, and optimization tactics, the results begin to blur together: polished, but empty, according to a Storyboard18 explainer. A separate roundup notes research published in Nature on model collapse, which is what happens when systems are trained on AI-generated data instead of human-created content. Put simply, the more of the web that is machine-made, the more future machines learn from machines.
TLDR: Sameness for readers today, and a data-quality problem for models tomorrow.
Related: Storyboard18: What is AI slop and why the internet feels the same · The Servitor: How Low-Quality AI Content is Flooding the Internet
What still earns attention when content is endless?
A named author, a clear point of view, and sources a reader can check.
The pushback is already visible. TikTok reported 1.3 billion AI-labeled videos on the platform and added a control in November 2025 to see less AI content. The Servitor roundup also notes that human-made is becoming a marketing differentiator, citing a clothing brand whose pledge of no AI-generated bodies became its most-liked Instagram content of 2025. For a small publisher the practical answer is not to avoid AI tools. It is to use them for drafting and research, then put real judgment, real sources, and a real name on the result.
TLDR: Anyone can now make endless content. Fewer can make content worth reading twice.
Related: Part 1: Does anyone really understand how LLMs work? · Part 2: AI hype versus reality · Daniel's Corner home
TLDR: Publishing has become nearly free, so volume is rewarded and sameness spreads. Platforms are responding and audiences are starting to value work with a human name on it.