April 28, 2026

Now serving creativity… in beige

The Social Edge of Intellgience: Individual Gain, Collective Loss

AI makes writers shine—then sound the same; a typo sets comments ablaze

TLDR: New research says AI helps individual writers but makes their stories all sound alike, echoing layoffs where AI replaces entry jobs. Commenters split between “AI is just averaging us into beige” and “we trained it to answer everything,” with a typo—“Intellgience”—stealing the show.

An essay warns that AI boosts individuals while making everyone sound alike, pointing to a new study where writers using GPT-4 produced more creative stories that, awkward twist, all felt similar. Add a roll call of layoffs and headcount freezes (Duolingo, Klarna, Atlassian) and a hint that IBM’s now backing away, and you’ve got the internet’s favorite cocktail: panic with a twist of “told ya so.”

The comments wasted no time. One user roasted the headline typo—“Intellgience”—and the thread turned into a spelling bee with pitchforks. Another painted a dark future of “PhD factories” paid to label AI sludge, warning our online world is becoming “polluted and overrun.” Cue the nostalgia: “the internet pre social media was the healthiest,” they sighed. Meanwhile, the “AI is mid by design” crowd rallied behind the zinger “Generative AI is the average of all human knowledge,” dropping “beige creativity” memes.

But the pushback was fierce: one commenter argued the bots aren’t dumb—they’re just doing what we told them to do. Hallucinations? That’s what happens when you train a system to always answer, whether it knows or not. Others blamed us, not the machines: people aren’t taught how to disagree or think clearly, so of course our robot parrot is messy. Drama served, extra spicy.

Key Points

  • The article argues AI reflects collective human knowledge and may suffer if novel human input declines.
  • Companies are using AI to reshape workforces, citing IBM, Duolingo, Atlassian, Klarna, and Block as examples.
  • A 2024 UK study of ~300 writers found GPT-4 assistance increased judged creativity but also made stories more similar.
  • Researchers Anil R. Doshi and Oliver Hauser framed the effect as a “tragedy of the commons,” with individual gains and collective convergence.
  • A thought experiment shows identical-architecture LLMs trained on later historical corpora would seem smarter due to richer data, underscoring data’s role over architecture.

Hottest takes

"What is Intellgience?" — kreelman
"PhD factories where doctorates label AI output" — intended
"limitations come from them doing what we have told them to do" — Lerc
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