







How the current way of training language models destroys any voice (and hope of good writing).
AI learns language from skewed sources. That could change how we humans speak – and think | Bruce Schneier
Large language models aren’t trained on real-life conversations. As we encounter their language, it could affect our own

AI’s Memorization Crisis
Large language models don’t “learn”—they copy. And that could change everything for the tech industry.
Your AI Use Is Breaking My Brain
AI writing is impossible to avoid, is making everything sound the same, and is driving us crazy.

How to write well with AI
Why people who pledge never to write with AI are telling on themselves

There are no lossless transformations of natural-language text
In my work at Clay I recently wrote an internal policy on acceptable use of AI writing by engineers, and I’m sharing it here. It’s my hope that one day better AI tools might be able to help us think, but until then I fear that using AI to write does the exact opposite.
How the AI Writing Panic Is Making Us All Worse Writers
This applies to those who use AI to write and those who don’t

Writing With and Beyond AI: Fieldnotes from Computer-Mediated Poetry
Apr 10, 2026, 12:15 pm - Large language models can make writing mind-numbingly efficient — but the point of writing with AI should be to write what we couldn’t have written alone (without generating bland, derivative “slop”).

Writing With AI Is Harder Than You Think
It takes rigor, judgment, and willingness to be told your work isn't good enough.

From bench to bot: Why AI-powered writing may not deliver on its promise
Efficiency isn’t everything. The cognitive work of struggling with prose may be a crucial part of what drives scientific progress.

Literature fans should welcome AI as a fellow wordsmith | Aeon Essays
Strong resistance to AI among writers is understandable. But it obscures what we share with the machines: language itself

We Don't Understand Neural Networks At The Algorithmic Level
The largest ongoing debate about AI is “Are Large Language Models (LLMs) intelligent?” That makes sense, at least: the evidence is ambiguous and the stakes a...
Writers Who Use AI Are Not Real Writers
Dorothy Parker famously (but probably not really) said, “I hate to write, but I love having written,” which is a sentiment I don’t largely understand or agree with in the broader …

Do You Speak ChatGPTese? Beyond Writing, AI Is Also Flattening The Way We Talk
A study of hundreds of thousands of YouTube videos and podcasts reveals that AI isn’t just changing how we write, it’s subtly altering our spoken language too, raising new concerns about cultural homogenization and who controls the words we use. A study of hundreds of thousands of lectures and podcasts reveals that AI isn’t just changing how we write, it’s subtly altering our spoken language too, raising new concerns about cultural homogenization and who controls the words we use.

I think it’s telling that people very interested in AI (like Eugene and myself) still have no interest in using it as a proxy for human communication. “Being a good writer” is not the same thing as having social agency, and making the models even better at writing won’t change that.
Eugene Vinitsky 🍒
When you deploy heavily LLM text, you currently have no way to prove that you actually read it and therefore cannot convince me to read it
trying to articulate what i hate about "AI writing"
dan
so it's like if we imagine a normal distribution but then we set super intense resonance at exactly the middle point. that's how it feels to be surrounded by AI writing every day. it's average *without* the normal distribution — just extreme dose of narrow average. this is what pushes my buttons