AI-Generated Homogeneity

While LLMs continue to devour web-scraped data, they’ll increasingly consume their own digital progeny as AI-generated content continues to flood the internet. This recursive loop, experimentally confirmed, erodes the true data landscape. Rare events vanish first. Models churn out likely sequences from the original pool while injecting their own un... See more

The incident once again highlights a common problem with all generative AI tools: whether it’s AI-generated images, music, or writing, these works are inherently derivative because anything they produce is made up of remixed pieces of work in the training data.