







We put ChaptGPT to the test
no slop grenade
Stop throwing AI-generated walls of text into conversations. If they wanted an AI essay, they would have asked ChatGPT themselves.

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

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


Verification in the Age of AI Scientists
AI Scientists now operate at a scale that outpaces human capacity for manual review. Systems such as Sakana’s AI Scientist write entire workshop papers end-to-end. Lila Sciences runs autonomous ``AI Science Factories’’ that hypothesize, experiment, and iterate without human guidance. FutureHouse’s Kosmos and Robin generate thousands of candidate hypotheses in a single run, and Google’s Co-Scientist proposes testable experiments at a rate no laboratory can fully evaluate. Each of these systems emphasizes verified results, yet that standard ranges from near-perfect formal proof in mathematics to decade-long clinical trials in medicine, with no shared framework for judging sufficiency across domains. As outputs scale beyond what humans can manually inspect, the question of which results to trust becomes as hard as generating them. The bottleneck for AI for Science is no longer hypothesis generation, it is verification.
Two Kinds of Writing
Writing can be a means for thinking. AI can help — but make sure you’re driving.

Writing with AI help can shift your opinions | Cornell Chronicle
Artificial intelligence-powered writing assistants that autocomplete sentences or offer “smart replies” not only put words into people’s mouths, they also put ideas into their heads, according to new research.
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”).

If you’re not using ChatGPT for your writing, you’re probably making a mistake
How Ethan and Lilach Mollick learned to stop worrying and start using AI in their jobs.

Writing Is Closer to Thought Than Code
Why your written intent should be the source of truth when building with AI


I knew my writing students were using AI. Their confessions led to a powerful teaching moment | Micah Nathan
The problem wasn’t just the perfectly polished, yet mediocre prose. It’s what’s lost when we surrender the struggle to translate thought into words

