AI Safety

LLM Style Slop is Absolutely Everywhere

From blog posts to Slack messages, AI-generated text is flooding the internet.

Deep Dive

A viral LessWrong post by user silentbob documents the rampant spread of LLM-generated text, termed 'slop,' across the internet. The author reports daily encounters with AI-written content in blog posts, YouTube videos, CEO keynotes, coworker messages, news articles, and even personal messages. Specific examples include posts on subreddits like /r/humanizing that ironically aim to make AI text sound human, and videos from Sky News, GEN, and SeaGate that appear to use LLM scripts. The post emphasizes that while some slop contains valuable ideas, the stylistic tells—like em dashes, short sentences, and generic phrasing—are becoming ubiquitous.

The author notes that LLM slop is even appearing in unexpected places like Slack messages and video scripts, where the effort saved by using AI is minimal. The post argues that this trend reflects a societal shift toward valuing convenience over authenticity in communication. Silentbob calls for more transparency and critical evaluation of AI-generated content, warning that the ubiquity of slop could erode trust in online discourse and degrade the quality of human expression.

Key Points
  • LLM slop appears in blog posts, YouTube videos, CEO keynotes, and personal messages.
  • Examples include subreddits about humanizing AI writing and videos from Sky News and SeaGate.
  • Stylistic tells like em dashes and short sentences are increasingly common across platforms.

Why It Matters

The rise of undisclosed AI text threatens authenticity and trust in online communication.