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Cybernetic Forests

Sifting Through the Techno-Cultural Debris.

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The System From Nowhere

When Accountability Goes Rogue 💡 I recently spoke with Dr. Zena Assaad for her podcast, Responsible Bytes . Video is above, below is an essay adapted from the conversation. "The system from nowhere" is a way of talking about AI systems that excludes its origin as a consciously, human-

Talk: Slop Infrastructures

What happens when AI image models meet social media algorithms? What is the infrastructure of Slop? How does it get made, and how can we make sense of it? In this 15-minute video, I walk through the slop pipeline as an interconnected social-technical system, fusing generative AI and

Understanding as Proof of Error

Clarice Lispector, Translation, and Artificial Intelligence 💡 Nerd Warning: 1/5 (Low).  I'm a writer who fears the snare of words: the words I say hide others - Which? Maybe I'll say them. – Clarice Lispector, A Breath of Life To translate a work of literature

Reading "The Market in the Model"

💡 Nerd Alert: I have a new pre-print up, called " The Market in the Model ." It was written as a preliminary outline of my PhD dissertation, which means it's dense, and this presents a stripped-down version of it. I have a new paper! Here&

On Flocks

💡 Nerd Rating: Not nerdy but probably boring, as it is an attempt to respond thoughtfully to a social media conversation that I found challenging to address on BlueSky's very limited reply functions. A few weeks ago, after a very successful "noisy systems" conference in Rome,

It's Not Just X. It's Y.

Against the Quantification of Integrity When the measure of language becomes its target, it ceases to be good language. 💡 Nerd Rating: 1/5. I discuss the origins of certain linguistic tics in LLMs and what it means for writing, student assessment, and thinking. "It's not x

Entropy Studies

Thinking Through Temporal Mode Collapse 💡 Nerd Rating: 3/5. It's about why video models stop. There's technical talk, but also pretty videos to look at, so it's a wash. I've been doing a series of experiments: taking diffusion-based image glitches

The Computer Science Fetish

On the Valorization of Technical Authority 💡 Nerd Alert : 1/5. Readable, but also mostly venting about weird encounters at a conference in San Francisco. The academic AI critic is often either bored or angry. Bored because everyone keeps saying the same things, or angry because all the same things

Toward a Critical Agentic Systems Design Practice

For designers, who will choose for themselves and for the rest of us.  💡 Nerd Rating: 3/5. Remarks prepared for the " From Interface to Agency: A New Discourse for Design and AI " forum on design practices for emerging technology at UC Berkeley, which this year focused

Modeling Language with Plaster

💡 Nerd Rating 3.75/5 : This post is about a late-19th-century debate in academic mathematics, but it's plainly written and relevant to LLMs. What is a model, anyway? Doing math used to involve touch. We used plaster and wooden models, weird cubist-looking sculptural objects

Stochastic Flocks and the Critical Problem of 'Useful' AI

You might not agree, but there’s a growing consensus, even among reluctant users, that LLMs feel different . I don’t think it undermines critique to ask about the stakes of those feelings — and of this new goal of “agential AI.” In my latest piece

Now Streaming: Human Movie

" Noise  is the central image of Eryk Salvaggio’s  Human Movie: Six Meditations on a Compression Algorithm . Its sources are varied but familiar: instructional films, found footage from commercials, the detritus and AI-generated slop forced into a dialogue with the noise that infuses every shot.

ChatGPT Breakup Mixtape

Can a ChatBot break up with you? It turns out it is happening en masse this weekend, as OpenAI deprecates its companionship-friendly ChatGPT "4o" model. This week: a mix tape.

What Language Models Can Do Without Thought

Claims of “intelligence” in AI focus on function: if AI behaves as-if it has a mind, it’s “intelligent.” But behavior is a useless framework when these models are designed explicitly to pass these behavioral tests. Instead, labeling – and debating whether to label

Unreasonable Effectiveness

Seriously: Machines Do Not Need to Think to Be Thought About 💡 As I am immersed in PhD research I am at risk of becoming increasingly dense and nerdy. So I am adding a "nerd rating" to posts from now on, evaluating my estimation of how niche a