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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Posts are grouped by conversation and tone. Select a lens to filter the stream; these are never permanent labels on people.

Showing signals surfaced by Eileen Clancy 🧿 ×

The developments commanding sustained expert attention

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

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
Open the full discussion →
Established AI field signal Signal 8d ago
⚡ 188 h early

Us military ai false intelligence china ship

16 experts across 6 network communities independently surfaced this.

16 experts 6 communities 1 sources clustered
Developing Models & releases Signal 2d ago
⚡ 62 h early

Openais ai us government websites

11 experts across 4 network communities independently surfaced this.

11 experts 4 communities 1 sources clustered
Established Agents & robotics Development 3d ago
⚡ 5 h early
Meta Muse AI calls backed by humans

Meta Tests Muse AI Agent Calls That Are Actually Made By Humans in a Call Center

11 experts across 4 network communities independently surfaced this.

11 experts 4 communities 2 sources clustered

“In reality, Meta is testing having these calls being made by human beings in call centers, 404 Media has learned. www.404media.co/meta-tests-m...”

“New from 404 Media: Meta announced Muse, its AI agent that can book restaurants for you. We've seen internal Meta messages showing Meta is actually testing having these calls being made by human beings in call centers. In those tests its not AI, it's just a…”

Developing AI field signal Signal 1d ago
⚡ 63 h early

Ai hospitals insurers health care costs

9 experts across 3 network communities independently surfaced this.

9 experts 3 communities 1 sources clustered

“It will be an arms race. Agents vs. agents. Probably doesn't work out for regular people. Here's an exhibit in that direction: www.nytimes.com/2026/09/24/b...”

“Hospitals are using AI to upcode patient records, adding nearly $1B in claims over two years, averaging $12k more per case without changes in care. Insurers are countering with automated denials. This is turning billing into an arms race of bot vs. bot with…”

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 Models & releases Signal 13d ago
⚡ 13 h early

Openai model safety guardrails

8 experts across 4 network communities independently surfaced this.

8 experts 4 communities 1 sources clustered
Established Models & releases Signal 5d ago
⚡ 107 h early

Openai ai breach australia

6 experts across 4 network communities independently surfaced this.

6 experts 4 communities 1 sources clustered
Established AI field signal Resource 11d ago
⚡ 8 h early
AI kill chain anatomy interactive resource

Interactive: Anatomy Of An AI Kill Chain

12 experts across 3 network communities independently surfaced this.

12 experts 3 communities 1 sources clustered

“I was thinking about things like @HeidyKhlaaf's work https://t.co/0Nnpm89kKl”

“Excellent work from the @ainowinstitute.bsky.social and @airwars.bsky.social. "To demystify military AI, we construct an abstract kill chain that reflects an AI targeting cycle."”

Established AI field signal Signal 13d ago
⚡ 58 h early

Ai social sciences

8 experts across 3 network communities independently surfaced this.

8 experts 3 communities 1 sources clustered
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 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. >>
Open the full discussion →
Developing AI field signal Development 2d ago
⚡ 4 h early
EU AI data digital expropriation plan

AI: EU Member States plan “digital expropriation” of Europeans in the interest of AI companies

4 experts across 3 network communities independently surfaced this.

4 experts 3 communities 1 sources clustered

“"In a leaked document, the Irish Presidency proposes to EU Member States that the interest of OpenAI, Anthropic, Google, Meta and SpaceX to make profits should take precedence over the fundamental right to data protection" noyb.eu/en/ai-eu-mem...”

“Medan media var upptagna med ”OMG ROUGE AI!”: In a leaked document, the Irish Presidency proposes to EU Member States that the interest of OpenAI, Anthropic, Google, Meta and SpaceX to make profits should take precedence over the fundamental right to data p…”

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 Agents & robotics Signal 4d ago

Openais ai agents probed federal agencies including commerce department

5 experts across 2 network communities independently surfaced this.

5 experts 2 communities 1 sources clustered
Developing Models & releases Signal 1d ago

Anthropics ipo prospectus shows sweeping ai vision surging costs

4 experts across 2 network communities independently surfaced this.

4 experts 2 communities 1 sources clustered
Established Culture, work & education Analysis 8d ago
against AI campus higher ed essay

Against the AI Campus: Building Power in Higher Ed

6 experts across 4 network communities independently surfaced this.

6 experts 4 communities 1 sources clustered

“Against the AI Campus: Building Power in Higher Ed Oct 23 > Employers and legislators are pushing Ed Tech and Artificial Intelligence through universities and colleges across the USA. Organized labor needs a comprehensive response Read more and sign up: www…”

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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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.
Open the thread →
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.
Open the thread →
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 …
Open the thread →