Eryk Salvaggio

Situationist Cybernetics. Researching AI’s impact on culture at the University of Cambridge Digital Humanities. Affiliated Researcher, Machine Visual Culture Research Group (Max Planck Institute). Critical but curious. Aim to be kind. cyberneticforests.com

Articles & links

Live-read of the Magnifica Humanitas part two: This section starts by covering truth, work and freedom (and unspoken: communication). Figured it will probably need its own thread. www.vatican.va/content/leo-...

Encyclical Letter of His Holiness Leo XIV Magnifica Humanitas (15 May 2026) vatican.va
AI Weekly's analysis
  • Pope Leo XIV's 42,300-word Magnifica Humanitas, signed May 15 and published May 25, addresses AI as the central challenge to human dignity.
  • The encyclical states AI systems are 'cultivated' not 'built' and explicitly denies they possess experience, a body, or the capacity to feel pain.
  • Anthropic co-founder Chris Olah spoke at the Vatican's May 25 presentation alongside theologians and three cardinals.
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View on Bluesky · ♥ 9 ↻ 8 ↩ 1 · 27 from the directory shared this · 44d ago
Eryk Salvaggio reposted
Mark Riedl @markriedl.bsky.social

Will there be a procedure in place after this? Or is this the next round of Calvinball? www.politico.com/news/2026/06...

politico.com
AI Weekly's analysis
  • The Commerce Department on June 30 lifted the export controls it had imposed on Anthropic's Claude Fable 5 and Mythos 5 about two and a half weeks earlier.
  • The original June 12 order followed Amazon researchers discovering a 'fix this code' jailbreak that got Fable 5 to write code showing how a software flaw could be abused.
  • Anthropic agreed to early government access to future model launches, malicious-use reporting, and a cross-lab jailbreak severity framework with Amazon, Microsoft and Google.
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Image models are not "a" model. Each component was built or integrated to solve a specific problem of computer vision — each engineered to automate a decision, each inscribing its bit of ideology into every generated image. My latest paper unpacks those decisions and what they…

The Market in the Model: Latent Diffusion as Neural Economy arxiv.org
AI Weekly's analysis
  • Salvaggio argues latent diffusion models function as 'neural economies' that convert social communication into commensurable vectors for commodification.
  • The paper analyzes four pipeline components — CLIP, the autoencoder, U-Net, and classifier-free guidance — for embedded ideological positions.
  • Exclusive focus on copyright critique risks overlooking how the model's architecture itself transfers the social sphere into commodity form.
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View on Bluesky · ♥ 34 ↻ 8 ↩ 0 · 3 from the directory shared this · 16d ago
Eryk Salvaggio reposted
Nina Beguš @ninabegus.bsky.social

What is Cultural AI and the objects of its study? My paper addresses literary tools that can be borrowed to address cultural AI issues. The paper is on now ArXiv and forthcoming in Modern Fiction Studies in Spring 2027. arxiv.org/abs/2607.02369

[2607.02369] World Wide Models: Literary Tools for Cultural AI arxiv.org
AI Weekly's analysis
  • Nina Begus argues LLMs stage a cultural encounter that is 'massive, automated, and monolingual,' and proposes literary scholarship as the corrective toolkit.
  • The essay proposes applying world literature methods — macrostructure, circulation, and untranslatability — to build culturally literate AI.
  • The 15-page essay is forthcoming in MFS Modern Fiction Studies in 2027 and connects critical theory to structural monolingualism in AI.
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Eryk Salvaggio reposted
@antisomniac.bsky.social

Big title points for this piece in the Times by Tiffany Hsu: Wikipedia Is Battling for the Soul of the Internet. Different from some other similar pieces in that it foregrounds Bernadette Meehan. www.nytimes.com/2026/07/05/b...

nytimes.com
AI Weekly's analysis
  • Wikipedia turned 25 in January 2026 while AI scraping and Elon Musk's Grokipedia fork put pressure on its open knowledge model.
  • Human page views on Wikipedia are down roughly 8% as AI answer summaries pull readers away before they click through.
  • Wikimedia has signed paid Wikimedia Enterprise deals with Microsoft, Meta, Amazon, Perplexity and Mistral AI to license its 65 million articles.
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Eryk Salvaggio reposted
@robinjames.bsky.social

So just about every philosopher in this piece either teaches at or has their PhD from NYU, which is the same place all the Vandy/Wash U report ppl met. www.nytimes.com/2026/07/05/b...

nytimes.com
AI Weekly's analysis
  • New York Times feature reports 2024 unemployment for philosophy majors was 5.1%, versus 7% for computer science, citing New York Fed data.
  • Anthropic and Google DeepMind each employ at least a half-dozen philosophers on staff, according to the Times' reporting.
  • The article names Amanda Askell, Robert Long, Geoff Keeling, Iason Gabriel and Patrick Butlin as philosophers working inside frontier AI labs.
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Eryk Salvaggio reposted
Phillip Carter @phillipcarter.dev

Well this reads as quite the combo breaker, at least with agents powered by LLMs ~3 months ago, developer-submitted and LLM-created AGENT md files don't seem to improve task performance for python projects, but do burn ~20% more tokens arxiv.org/abs/2602.11988

Evaluating AGENTS.md: Are Repository-Level Context Files Helpful for Coding Agents? arxiv.org
AI Weekly's analysis
  • Context files like AGENTS.md tend to reduce coding agent task success while raising inference cost by over 20% on average, the paper reports.
  • On a new 138-issue Python benchmark, LLM-generated context files added 3.92 steps per task and pushed costs up by 23%.
  • The finding held across Claude Sonnet-4.5, GPT-5.2, GPT-5.1 mini and Qwen3-30b-coder, so it is not tied to one model family.
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Eryk Salvaggio reposted
Alex Hanna @alexhanna.bsky.social

We are also releasing a new research primer, "Myths about Generative AI, Productivity, and Labor Displacement", which discusses five common myths around generative AI at work. This primer will be the first of many. labor.dair-institute.org/primers

Luddite Lab labor.dair-institute.org
AI Weekly's analysis
  • The Luddite Lab, a DAIR project, published a primer titled 'Myths About Generative AI, Productivity, and Job Displacement.'
  • The hub argues AI worker displacement is a market-strategy move by firms seeking cost savings, not evidence of AI matching job quality.
  • The resource hub grew from conversations with unionists in journalism, entertainment, and nursing industries facing automation.
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Recent commentary

This image from Anthropic goes out to the two guys on here who called me dumb for talking about stochastic flocks

View on Bluesky · ♥ 837 ↻ 119 ↩ 73 · 32d ago

The reason people like the Pope’s AI missive is because there is simply no other institution has taken the side of humanity in the humanities sense. I’m not Catholic, but I am a human who cares about the human mind and the poetics Catholics call a soul.

View on Bluesky · ♥ 742 ↻ 137 ↩ 10 · 44d ago

Would like to assert, again, that there is no conflict in suggesting that a) the user experience of LLMs and image/sound/video models have improved and that the foundational AI critique is unchanged by this AND b) the user experience of technology creates new sets of problems worthy of examination.

View on Bluesky · ♥ 166 ↻ 27 ↩ 1 · 15d ago

Thomas Mann said that "a writer is someone for whom writing is harder than it is for other people." This is a reason writers hate generative AI: people who thought writing was easy never cared what the words said, and the LLM is a typewriter for when you don't give a shit.

View on Bluesky · ♥ 109 ↻ 25 ↩ 3 · 27d ago

Trump admin told Anthropic it needs to prevent foreign nationals from accessing its Fable models. It seems it will now ask for a selfie and ID from users, with data processed by Persona Industries, funded by Peter Thiel, whose Palantir Industries runs services for ICE.

View on Bluesky · ♥ 67 ↻ 26 ↩ 4 · 17d ago

There is a rebuttal to AI crit that goes: “you are assuming there is some mysterious, unnameable essence that makes people human.” The argument is then that we must somehow show evidence; ideally, that evidence would be quantifiable

View on Bluesky · ♥ 77 ↻ 13 ↩ 4 · 39d ago

There’s sometimes a sense that if you’re researching the effects of LLMs or Diffusion Models on culture or the user then you are condoning their use and naturalizing it: I would like to remind you that scholars also study the cultural effects of crack and STDs.

View on Bluesky · ♥ 68 ↻ 11 ↩ 2 · 15d ago

People keep insisting that LLMs are not next-token predictors anymore and I think we need to clarify two vocabularies between camps.

View on Bluesky · ♥ 41 ↻ 7 ↩ 2 · 35d ago

If the AI / Human intelligence distinction seems blurry it’s because the language is identical but emerges from ultimately incomparable systems. Our presence resolves the gap and makes it seem otherwise — language is always unifying the system instead of creating space to recognize the division.

View on Bluesky · ♥ 34 ↻ 6 ↩ 0 · 1d ago

I would like Gen AI to not use all that gas & water, and to not be built on data collected through deceptive means, so I can focus more cleanly on how the unchecked capitalist cult of productivity has created a demand for lazily deployed machines and what that does to our minds and culture

View on Bluesky · ♥ 23 ↻ 8 ↩ 2 · 5d ago

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