AI may be making us think and write more alike

Large language models may be standardizing human expression and subtly influencing how we think, says study led by USC Dornsife researcher

USC Dornsife News

This state of affairs presages the advent of a second dark age - one that will forever eclipse the era of radical openness & transparency that once served the software community for decades. Tips, tricks, life hacks and other expert techniques will once again be jealously guarded from the prying eyes of the LLM whok would steal their competitive advantage & replicate it at scale, until any possible information asymmetries have been arbitraged away. The development & secrecy of technique will once again become a deep moat as LLMs fall into local, suboptimal minima, trained on and marketed towards the lowest common denominator. The Internet, or at least, The Web, becomes a Dark Forest of the Dead Internet (Theory), in which humans fear of speaking out and capturing the attention of the LLM who would siphon their creative essence for more, ever more training data. Interaction contracts into small meshes of trusted, verifiably human participants to keep the tides of spamslop at bay. Quasi-monastic orders that still scribe with pen and paper emerge, that believe there is still value in training and educating a human mind and body.

- Unknown, 19 Feb 2026

Scary... where can I find more of that?
There were no "dark ages", that's the same common wisdom blunder like "in the middle ages everybody was dressed in drab grey clothing, ate gruel and walked through mountains of poop everywhere". It was a time of transition away from the slave powered empire to decentralized kingdoms and ultimately the Europe of today. It was by no means a time of standstill.

As far as I can tell, the dark ages were called the dark ages because there wasn't much evidence to be found: writing was less prominent during that time.

> It was a time of transition away from the slave powered empire to decentralized kingdoms and ultimately the Europe of today.

You are seeing the fall of the western part of the Roman Empire a bit too rosy. Compare and contrast https://acoup.blog/2022/01/14/collections-rome-decline-and-f...

Collections: Rome: Decline and Fall? Part I: Words

This week we’re going to start tackling a complex and much debated question: ‘how bad was the fall of Rome (in the West)?’ This was the topic that won the vote among the patrons o…

A Collection of Unmitigated Pedantry
Somehow made me think of Warhammer 40k (maybe pre men of iron?)

> Interaction contracts into small meshes of trusted, verifiably human participants to keep the tides of spamslop at bay

This is already happening and you don't have to look far to find it.

Personally HN is the only site I browse and comment on anymore (and I'm on here less than I once was). The vast, vast majority of my time online is spent in walled off Discords and Matrix chats where I know everyone and where there's a high bar to add new people. I have no real interest in open communities anymore.

Directionally correct. But seems overly optimistic to think that moats can be kept from the prying eyes of LLMs, unless you're not interacting with the market at all.