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Various LLM Smells

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Why This Matters

This article highlights the growing presence of AI-generated content and its recognizable patterns, or 'AI smells,' which are increasingly pervasive across the internet. Recognizing these artifacts is crucial for understanding AI's influence on digital communication and content creation, impacting both industry practices and consumer perceptions.

Key Takeaways

Various LLM smells

28 May, 2026

Late last year I started writing a math blog and decided to use LLMs to polish/enhance my writing. The LLM generated writing obviously felt significantly better than my own writing. It had better vocabulary, interesting sentence structures etc etc. I swear it did not seem like AI-slop to me at the time. Then about 3 months later, I see the exact sentence structures appearing ACROSS THE ENTIRE F***** INTERNET. And what is fascinating to me is that ai-smell seems like an artifact that emerges across various AI assisted tasks that you can now easily recognize. A few examples that I've collected so far to show the "ai-smells" across two domains:

1. LLM writing (beyond the obvious em-dashes):

Some picks from my math blog (now deleted) and the drafts that accompanied it

Way too many punchlines

"Humans trust symmetry because it feels like intelligence made visible."

"The Tiger fit the story. Jin-yong fit the physics."

"Symmetry becomes a trap."

Consecutive short sentences

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