ZP Rosen

@zaqdelinguist.bsky.social

Computational (socio)linguist interested in how we co-negotiate meaning during conversation. Because I’ve been working with transformers since 2018, very not into AI hype. https://zaqari.github.io (He/they)

Listen, these things can’t go “rogue”. It’s just a basic LLM stuck in a while loop. But this kind of attack is possible by doing something as simple as that, and that means that more people can set up programs to do terrible things like this moving forward on a whim.

Cara Jackson@carajackson.bsky.social · 4d ago

"With the Education Department, OpenAI’s technology tried to hack the website to gather data from the department’s civil rights office" 👀 www.nytimes.com/2026/09/25/t...

Modern language modeling has devolved into big companies competing for who can do the campiest spin-off of 1980s sci-fi movies. I genuinely miss the old days where folks were more interested in building models for their specific tasks.

To the guy who said he’d burn all his equity in AI companies for a “1% extra chance of survival.” Okay my dude. Sell your stocks at a dollar. $1. That’ll tank the entire industry right there. Put your literal money where your mouth is.

Some rando complemented me yesterday at the archery range on my form (I shoot traditional/barebow at ~60lbs, so form is my everything) including the cant of my bow when I'm aiming. Not gonna lie, I'm gonna ride that compliment all week.

This is a fantastic point. I've talked to some folks about this recently and I described it as "just manipulating the posterior distribution on tokens to be more constrained... regardless of whether it generates a useful response or not." This is a much better way to explain this, though.

Ben Recht@beenwrekt.bsky.social · last mo.

Sorry, one more thread. This OpenAI/HuggingFace incident highlights the danger of building computers that compute with natural language. 1/x

We released our new Executive Paywatch report, and surprise surprise, corporate greed is out of control. Last year, S&P 500 CEOs gave themselves a 21% raise and now make 312x what median workers do. Meanwhile, workers are struggling to make ends meet.

New preprint live while the paper is in review! The way speakers and their partners (1) generate new info relative to prior convo states and (2) appear to coordinate how much new information each person/partner generates is functionally capable of "universal" computation (i.e. EXTENDED cognition)

The way conversation partners work together to generate new semantic information explains how conversation facilitates distributed cognition

Humans are (often) better when we work together. To do this, people rely on conversation as a way of proposing new semantic content/ideas and modifying old sema

doi.org

New preprint live while the paper is in review! The way speakers and their partners (1) generate new info relative to prior convo states and (2) appear to coordinate how much new information each person/partner generates is functionally capable of "universal" computation (i.e. EXTENDED cognition)

The way conversation partners work together to generate new semantic information explains how conversation facilitates distributed cognition

Humans are (often) better when we work together. To do this, people rely on conversation as a way of proposing new semantic content/ideas and modifying old sema

doi.org

I'm not going to lie. If given my druthers, I would be setting up every company I can with an open-weight model, giving them the tools to fit the model to their own data using LoRA, and doing everything I can to forge the scrappy, punk rock, solar-punk vision of computation I was promised as a kid.

Dear #REI: Wtf are you even thinking? You HAVE to know that the environmental impacts of corporate AI are horrendous. & that using it on a whim like this means supporting environmental degradation. How is this consistent with the brand's values??? Sincerely, A livid co-op member.

An invitation to participate in a survey from REI where the methods include: "The research session will be conducted on an AI-driven platform called Listen Labs, which uses an AI moderator. You will be presented with text prompts, and you will respond with your thoughts through video and audio. The research session also requires you use your computer or laptop (your mobile device will not work)."

Just wanted to repost this project in part because I’m proud of it and was happy to write in a non-academic register. We know ppl can engage in distributed cognitive processes when they talk together but we don’t have a good understanding of how that works in conversation. This is a look at the 🧵

ZP Rosen@zaqdelinguist.bsky.social · 3mo ago

Just wanted to share this popsci, digital poster for a project I've been working on. I'm working on sending the actual paper out to publication still. There's some back story on that, but it's taking me some work to figure out where to send it to. But I've been so excited to talk to ppl about (3/3)

Just wanted to share this popsci, digital poster for a project I've been working on. I'm working on sending the actual paper out to publication still. There's some back story on that, but it's taking me some work to figure out where to send it to. But I've been so excited to talk to ppl about (3/3)

I'm not going to say that complex systems science (CSS) holds the answer, but goddamnit it's got a really good framework that we can use to look for a mechanism of distributed cognition. There are a few things from CSS that I want us to grab and hold onto here.

zaqari.github.io

I'm trying to find a home for a paper that I'm pretty proud of (it's a large-scale analysis of how people work together to generate new information during conversation). But one thing that absolutely sucks is while looking , nearly every journal I think would be a good fit has an exorbitant APC fee.

I agree. But one of those attacks on education and on teachers is the barrage of tools trying to get us to implement AI in the classroom deskilling our work. And the AFL-CIO boosted folks who support that at their last labor conf.

AFL-CIO@aflcio.org · 3mo ago

The continued dismantling of the Department of Education is an attack on all students, their education and their civil rights. Our kids deserve a Department of Education that will stand up and fight for their futures, not let them slip through the cracks.