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.

2,397 searchable experts 4,280 tracked across all sources
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Showing signals surfaced by Eileen Clancy 🧿 ×

The questions experts are actively pulling apart

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

Established Models & releases Development 5d ago
OpenAI math research misconduct allegations

OpenAI’s latest math breakthroughs commit research misconduct, experts say

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.

“Also getting really tired of people just uncritically repeating the "AI math breakthrough" thing without referencing the responses from the math community alleging misconduct and outright theft and plagiarism. www.scientificamerican.com/article/open...”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“OpenAI's latest math breakthroughs commit research misconduct, experts say archived: archive.ph/JCl4g”

Questions & unknowns

1 expert

What remains unresolved or contested.

“OpenAI claimed their products have solved several complex math problems, so what’s the issue? OpenAI just took credit for work done by humans without proper citations. When people in my field do that, they get tenure. Hahaha Red more: www.scientificamerican…”

6 experts discussed this · 48 posts
Timnit Gebru: We even DEFINED what language models are in our paper and gave their history.
Timnit Gebru: Emily Bender is a more patient person than me and has written a Frequently Unasked Questions about this. I have seen a whole bunch of people saying this like its some gotcha talking point they've a…
Timnit Gebru: These men who say factually and technically wrong things with such confidence are so fascinating to me. HE doesn't know what a language model is and thinks that OUR formulation is wrong. Because HE…
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Established Evaluation & benchmarks Signal 5d ago
⚡ 1 h early

Hugging face model evaluation security incident

23 experts across 6 network communities independently surfaced this.

23 experts 6 communities 1 sources clustered
6 experts discussed this · 12 posts
Grace: This headline is extremely funny given what happened (OpenAI hacked HF by accident) openai.com/index/huggin...
Grace: Maybe the most concerning part is the OpenAI claim to not have known about this before investigating?
Grace: Well, I think the model passed the test
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Established AI field signal Analysis 3d ago
⚡ 789 h early
AI slop knowledge destruction critique

AI slop and the destruction of knowledge

4 experts across 2 network communities independently surfaced this.

4 experts 2 communities 1 sources clustered

“I understand. But the technology is in this case not even helping you, because it is giving you slop and not real knowledge and understanding. Maybe this blogpost is more accessible? irisvanrooijcogsci.com/2025/08/12/a...”

4 experts discussed this · 40 posts
Iris van Rooij: Hi @vascobrazao.bsky.social, going to share some things in thread :) bsky.app/profile/iris...
Iris van Rooij: bsky.app/profile/iris...
Iris van Rooij: “The latter demonstrates nicely the core flaw of LLMs, i.e., they cannot read and summarize, because they have no understanding or knowledge.” irisvanrooijcogsci.com/2025/08/12/a...
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Established AI field signal Analysis 6d ago
⚡ 6 h early
essay how to talk AI

How to talk about

11 experts across 2 network communities independently surfaced this.

11 experts 2 communities 1 sources clustered

“For reasons mysterious to me, Will Stancil is continuing his crash out about language used to describe LLMs, moving on from raning about "stochastic parrots" to picking up on this piece that @nannainie.bsky.social and I published earlier this summer: button…”

“Instead of railing against the latest “I asked Claude” article in a mainstream publication, I’ll just post this.”

2 experts discussed this · 16 posts
Emily M. Bender: So many conversations where otherwise serious people throw around the term "AI" without defining it, despite it being notoriously ill-defined. Thinking about why this might be >>
Emily M. Bender: In some cases, no doubt, the speaker fully believes that autonomous thinking machines are among us. (Though I said "otherwise serious people" in the prev post, so.) >>
Emily M. Bender: In other cases, I suspect that people feel like they lack the expertise to call bullshit and are repeating what they hear others say. >>
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Established Compute & infrastructure Development 6d ago
⚡ 609 h early
Microsoft AI plans chip shortage analysis

Are Microsoft’s AI plans being held back by a shortage of chips?

3 experts are actively discussing the implications.

2 experts 2 communities 1 sources clustered

“I also give @aishadown.bsky.social real credit for taking this seriously. I don’t think anywhere from $100bn to $300bn of GPUs ever make it inside data centers. The bubble bursts sometime in the distance when AI debt stops being issued. www.theguardian.com/…”

3 experts discussed this · 21 posts
Ed Zitron: Holy shit. Bloomberg just verified one of my biggest scoops - that Microsoft only has 2gw of operational capacity. I had it at 1.993GW in prep for the story that @aishadown.bsky.social and I did fo…
Ed Zitron: This also makes me ask: where the hell is all of Microsoft’s capex going?
Ed Zitron: [patting back of pants] nope not here
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Developing AI field signal Development 1d ago
⚡ 6 h early
Cambridge Analytica website becomes AI slop

Cambridge Analytica's Website Is Now an AI Slop Farm

3 experts across 3 network communities independently surfaced this.

3 experts 3 communities 1 sources clustered

“Meanwhile, Cambridge Analytica's former website is now an AI slop/plagiarism farm futurism.com/artificial-i...”

2 experts discussed this · 13 posts
Maggie Harrison Dupré: NEW: The website once owned by Cambridge Analytica (!) is now an AI content farm. Rebranded as "CA Privacy Watch," the site is littered with plagiarism and weird errors. It's also utilized at least…
Maggie Harrison Dupré: This story is so insanely 2026 -- I can't say how many times we double-checked that we had the right domain because of how uncanny this all is. But it's true: CambridgeAnalytic(dot)Org is now an AI…
Maggie Harrison Dupré: The zombie site is designed to look like a real news site. It also makes a lot of big claims about its editorial practices, claiming that its content is comprised of "in-depth reporting and clear e…
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Established AI business Resource 12d ago
⚡ 737 h early
Ramp AI adoption index launch

Ramp AI Index

5 experts across 2 network communities independently surfaced this.

5 experts 2 communities 1 sources clustered

“Theres more indepth stuff on their site! They have AI spend per employee by sector/financing ramp.com/data/ai-index”

“these charts are very interesting ramp.com/data/ai-inde...”

3 experts discussed this · 14 posts
Isaiah Bishop: Based on public info this seems true like the ramp spend per employee and adoption matches this. So far theyre looking pretty smart for spending wisely
Isaiah Bishop: ARR level is probably little cooked but the trend is right
Isaiah Bishop: here is a payment processors data on the subject
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Established Agents & robotics Analysis 10d ago
⚡ 5 h early
AI agents ruining internet essay

There’s a 100% Chance AI Agents Are Already Ruining the Internet

7 experts across 3 network communities independently surfaced this.

7 experts 3 communities 1 sources clustered

““AI agents” now have enough power and permission to be extremely annoying online. www.404media.co/theres-a-100...”

“Stop getting your AI agent to email us. It's not impressive, it's lame as fuck, and you look like an idiot doing it. Our inboxes are full of this crap. www.404media.co/theres-a-100...”

2 experts discussed this · 8 posts
Jason Koebler: AI doom or not, something has shifted with AI recently. The guardrails that kept AI sitting in a chatbox are gone, the models are better, there's more compute. AI agents are everywhere. They are an…
Will Oremus: AI doom or not, something has shifted with AI recently. The guardrails that kept AI sitting in a chatbox are gone, the models are better, there's more compute. AI agents are everywhere. They are an…
Jason Koebler: Here is how Mark Zuckerberg talks about AI agents vs what they are actually doing: It doesn't take that many people's annoying little "assistants" to pollute the internet, harass people, suck up di…
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Established Compute & infrastructure Analysis 5d ago
⚡ 6 h early
system from nowhere essay

The System From Nowhere

7 experts across 2 network communities independently surfaced this.

7 experts 2 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Concern & critique

2 experts

Risks, limits and unintended consequences.

“And note how Democracy Now! lets MIRI — a group started by Eliezer Yudkowsky — dismiss critics from people who aren’t “close” to the technology, even as the heads of these companies keep insisting they are passive observers to the thing they’re building. ma…”

Questions & unknowns

2 experts

What remains unresolved or contested.

““The System From Nowhere” https://mail.cyberneticforests.com/the-system-from-nowhere/ > But the first question to ask isn't "why did the model do that?" The question is: what human decisions optimized the model to do that?”

2 experts discussed this · 6 posts
Eryk Salvaggio: The myth erases the origins of these models — reframing them as beyond human control or design — but a point of view accumulates within the model from the decisions engineers make about it. The myt…
Eryk Salvaggio: “Nobody is losing control of an emerging intelligence. They’re redirecting their own agency to the thing they are building.” It’s a myth, a self-affirming form of sense making: they take the action…
Dr Heidy Khlaaf (هايدي خلاف): “Nobody is losing control of an emerging intelligence. They’re redirecting their own agency to the thing they are building.” It’s a myth, a self-affirming form of sense making: they take the action…
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New AI field signal Analysis 22h ago
⚡ 684 h early
I Am An AI Hater essay

I Am An AI Hater

5 experts across 2 network communities independently surfaced this.

5 experts 2 communities 1 sources clustered

“Periodically I re-share this. Thank you for writing it, @anthonymoser.com. anthonymoser.github.io/writing/ai/h...”

2 experts discussed this · 2 posts
Katie (Kathryn) Conrad: Periodically I re-share this. Thank you for writing it, @anthonymoser.com. anthonymoser.github.io/writing/ai/h...
Anthony Moser: it had to be said
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Established Culture, work & education Analysis 8d ago
⚡ 4 h early
AI transforming nursing field article

How AI is changing the field of nursing

3 experts are actively discussing the implications.

2 experts 1 community 1 sources clustered

““My big fear with this technology is that people mistake it for something morally conscious, even though it flattens people into data representations and overlooks the depth of their lived complexity and dignity.””

3 experts discussed this · 5 posts
Hypervisible : “My big fear with this technology is that people mistake it for something morally conscious, even though it flattens people into data representations and overlooks the depth of their lived complexi…
Hypervisible : “Also, the same biases that we see within us as individuals are being perpetuated by these algorithms because we are the ones training these systems. To make matters worse, the systems are not even…
Eileen Clancy 🧿: “My big fear with this technology is that people mistake it for something morally conscious, even though it flattens people into data representations and overlooks the depth of their lived complexi…
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Established Policy & governance Signal 4d ago
⚡ 205 h early

The AI ‘Slowdown’ Is an Antitrust Mess

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“A good Q: what exactly would anti-trust reform to tolerate AI industry collusion allow the industry to do beyond the “rogue” story? This piece gets close, making clear that these companies understand the language they’re (deliberately) using and its consequ…”

2 experts discussed this · 4 posts
Eryk Salvaggio: A good Q: what exactly would anti-trust reform to tolerate AI industry collusion allow the industry to do beyond the “rogue” story? This piece gets close, making clear that these companies understa…
Eryk Salvaggio: One of the things they are pushing is the absurd claim that “slowing down AI progress” would be a “violation of antitrust laws” because it would serve as a form of collusion. You know, like how the…
Eryk Salvaggio: Instead of finding adjectives to inflate headlines, journalists might focus on what the “regulations” called for by industry to regulate itself actually are and what they would do.
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What experts are discussing without an anchoring article

15 experts · 106 posts · 6d ago
Multiple readings Policy & governance · 1 Questions & unknowns · 1
sarah jeong: lol my flight got diverted because of a medical emergency and they landed us in reykjavik in the middle of the night and deplaned us and sent us through passport control and then the crew vanished …
sarah jeong: everything is closed. they won't let us have our checked bags. no one is here to answer our questions or help us. so we have no food no clothes and no recourse. lol. lmao.
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3 experts · 20 posts · 11d ago
Multiple readings Concern & critique · 1 Opportunity & adoption · 1
Eileen Clancy 🧿: I don't see this as "AI did wrong." A huge library of targets in Iran was created decades ago. Targeting data on the school was 7 years old. Under Biden, a civilian harm mitigation unit would've ch…
Liz Fong-Jones (方禮真): The humans abdicated judgment to the machine, and that was exactly by design. The system designers wanted them to do that.
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3 experts · 15 posts · 6d ago
Multiple readings Policy & governance · 1 Opportunity & adoption · 1
Liz Fong-Jones (方禮真): oh hey, genuinely, thank you @aaron.bsky.team, just had someone sealioning in my mentions who doesn't follow me, I don't follow them. in a conversation about AI use and bugs in popular AI tools, th…
Liz Fong-Jones (方禮真): I didn't have to lift a finger, the off-topic trollbait just got neatly swept away, and the discourse was much improved, and had I not been specifically paying attention to live notif feed I might …
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3 experts · 4 posts · 5d ago
Abeba Birhane: over the past few weeks several AI evaluation/cybersecurity experts have explained how what's happening is a result of human incompetence rather than "AI going rogue". I'm begging the media to show…
Eileen Clancy 🧿: over the past few weeks several AI evaluation/cybersecurity experts have explained how what's happening is a result of human incompetence rather than "AI going rogue". I'm begging the media to show…
Open the thread →
3 experts · 8 posts · 19d ago
Multiple readings Policy & governance · 1 Questions & unknowns · 1
James Grimmelmann: I regret to say that a great deal of legal scholarship is not good writing under this standard. That still doesn’t mean we should use AI to “read” it, but it’s harder to uphold standards when they …
Jeffrey Vagle: And yet Adobe WILL NOT STOP filling half my screen with offers to do so whenever I open a PDF.
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3 experts · 4 posts · 19d ago
Shared emphasis Concern & critique · 2
Tiffany C. Li: Reminder: AI companies talk up the fear of hypothetical superintelligent AI to distract you from the real, present dangers of AI that are happening right now
Eileen Clancy 🧿: Reminder: AI companies talk up the fear of hypothetical superintelligent AI to distract you from the real, present dangers of AI that are happening right now
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