Expert attention map

The Who's Who of AI

What credible people across AI noticed, why it matters, and where the field is converging or disagreeing.

2,373 searchable experts 3,451 tracked across all sources
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Posts are grouped by conversation and tone. Select a lens to filter the stream; these are never permanent labels on people.

The questions experts are actively pulling apart

One card per development. Sources are clustered; reaction bundles describe these posts, never the people behind them.

Developing Agents & robotics Development 1d ago
OpenAI agent message board discovered

Discovery of a new OpenAI agent message board

10 experts across 5 network communities independently surfaced this.

10 experts 5 communities 1 sources clustered
How the network is reacting Experts are approaching this through 3 distinct lenses.
Multiple readings

Concern & critique

1 expert

Risks, limits and unintended consequences.

“Yes we know for sure; independent evidence attached collusion.wiki But also, it should not be at all surprising: if you work with agents, it’s 100% about them leaving messages for each other, and for you, in English. Managing that is a regular workday for m…”

Building & implementation

1 expert

How teams are shipping and applying it.

“Another agent message board. So far, there isn't evidence that production models with guardrails collude in this way, but both smarter closed models (which may be less compliant) & Mythos-class open models (that can be ablated) are coming. Cybersecurity is …”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“So... other swarms of OpenAI agents in training allegedly found a way to get write access to at least one and possibly many wikis to establish message boards to cheat on other training tasks? collusion.wiki news.ycombinator.com/item?id=4956...”

4 experts discussed this · 6 posts
Ted Underwood: As it becomes clear that language models—like humans—love passing notes to each other on message boards, I’m starting to think the thing we need to worry about is not the “alignment” of an isolated…
SE Gyges: fluid dynamics is about the correct metaphor, yes. if you are having to model high order terms precisely you're losing and your design needs fundamental rework
Arseny Khakhalin: That's a kinda terrifying thought haha :) I guess it's about time to unplug for the weekend and read about ragnarök and vacuum decay :)
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Developing Models & releases Research 1d ago
⚡ 4 h early
LLMs distort written language paper

How LLMs Distort Our Written Language

4 experts across 2 network communities independently surfaced this.

4 experts 2 communities 1 sources clustered
How the network is reacting 3 experts are independently emphasizing research & technical analysis.
Reaction converging

Research & technical analysis

3 experts

Evidence, methods and technical implications.

“Fantastic paper demonstrating how LLM editing is gradually distorting our writing and the way we think to write: arxiv.org/abs/2603.18161”

3 experts discussed this · 4 posts
Eugene Vinitsky: Fantastic paper demonstrating how LLM editing is gradually distorting our writing and the way we think to write: arxiv.org/abs/2603.18161
Eugene Vinitsky: Sitting in Marwa's fantastic PhD defense, trying my best not to just retweet all her papers
Isaiah Bishop: Fantastic paper demonstrating how LLM editing is gradually distorting our writing and the way we think to write: arxiv.org/abs/2603.18161
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What experts are discussing without an anchoring article

3 experts · 28 posts · 20h ago
tweety fish: lol I mean come the fuck on man. Of course it fucking is. If you hate AI enough to avoid any software coded using it—fine! supportable! go with god!—then at least use a fucking modicum of critical …
tweety fish: “Wow this would probably take like a hundred+ hours of work if you weren’t using AI and is super polished and elaborate and was made and released on a lark, not going to think about that any furthe…
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4 experts · 13 posts · 22h ago
Shared emphasis Concern & critique · 2
Andy Masley: If I avoid the word "alignment" and just ask "If we keep scaling AI models up, will we reliably avoid situations where they do something catastrophic pursuing a normal goal?" the answer seems like …
Andy Masley: , and I'm worried a lot of people really over-update on what we know about the safe behavior of current models or assume future models won't have a lot of the general "thinking" abilities normal hu…
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5 experts · 6 posts · 1d ago
Multiple readings Concern & critique · 1 Policy & governance · 1
Doll: The public attitude towards AI seems really incoherent. Like, the average voter's attitude appears to be "Data centers ate my baby! Now time to share 500,000 AI generated memes on my Facebook page."
critical slop studies: not so different from “I want affordable housing!” Combined with “I will block all housing in my neighborhood “
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3 experts · 8 posts · 21h ago
Multiple readings Concern & critique · 1 Research & technical analysis · 1
Mark Riedl: We all laughed at Nadella for defining AGI as a percentage of annual growth in GDP. Lately I’ve come to think this might be a reasonable frame. Show me some hard numbers.
Mark Riedl: What I don’t like about that frame is that it reduces the notion of intelligence, and perhaps human value, to the work that gets produced. That’s bleak.
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3 experts · 6 posts · 21h ago
Eli Sennesh: ngl I’m starting to get a “covid in february 2020” vibe when it comes to the latest AI models anyone on here with the view that “it’s just a fancy autocomplete” needs to update their priors fast be…
Doll: bsky.app/starter-pack...
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2 experts · 13 posts · 1d ago
Multiple readings Building & implementation · 1 Questions & unknowns · 1
Nafnlaus 🇮🇸 🇺🇦: This “game” on the White House website, a version of Snake where you play as a white man in a suit and you run around picking up identifiably black, Asian, and Latino men and putting them in orange…
Nafnlaus 🇮🇸 🇺🇦: Yes, clearly, but what were the instructions they gave, who told them to give instructions, etc, on up. What is the chain that led to this thing coming into existence?
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2 experts · 12 posts · 19h ago
Shared emphasis Opportunity & adoption · 2
jason.energy: this is probably going to be unpopular but: I think atproto’s best mainstream opportunity right now is if the AI labs realize that converting all the content on the internet into clean, structured …
jason.energy: (this is gonna get me cyberbullied, isn’t it)
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3 experts · 5 posts · 1d ago
Ted Underwood: Ironies around this Anthropic copyright settlement: a) That's about $3000 more than I ever made from the original books. b) Would have missed the notification if I didn't have an LLM scouring my ma…
Ted Underwood: I’m just getting the usual 50/50 split. I proposed 50/50; publishers proposed 50/50; we’re meeting in the middle. I don’t know what happens when people don’t agree.
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2 experts · 7 posts · 20h ago
Doll: "nobody should care about a piece of work, that nobody cared to create" is nonsense Keystrokes have never been a unit of caring. Not once. Never has been and never will be. You have smuggled “the h…
Doll: Sometimes someone just generates disposable slop. But humans were quite capable of producing work they didn’t give a shit about before we invented language models and using a language model to inte…
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2 experts · 4 posts · 2d ago
Ryan Moulton: It seems like there's a pretty strong case given what we know of the training process that governments should not allow Astra to be run.
Grace: The HF incident / other reported incidents were a different model, right? Or have we gotten details of similar behavior from Astra?
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2 experts · 3 posts · 1d ago
samuel mehr: I got a text from an academic who's sure the editorial rejection they received, from a v good journal that I also publish in and review for, is AI-written, or at least heavily AI-edited. I read the…
Ben Williamson: Awful. We have specific text in our invites to reviewers reminding them that it is unacceptable to feed unpublished manuscripts into commercial LLM platforms.
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