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 Vincent Conitzer ×

The developments commanding sustained expert attention

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

Established AI field signal Resource 6d ago
⚡ 215 h early
America.gov US government resource

America.gov

25 experts across 5 network communities independently surfaced this.

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

Policy & governance

2 experts

Rules, institutions and accountability.

“America.gov does not do pronouns. Any pronouns. (Courtesy of my daughter!) aifails.substack.com/p/pronouns”

Concern & critique

1 expert

Risks, limits and unintended consequences.

“Jessica Ji weighed in on the new #AI-powered https://t.co/sEHIhq7mvb website for @USATODAY, saying that it can be a useful resource for people trying to navigate U.S. government websites. She also notes its risks: “When this kind of AI system is empowered t…”

Building & implementation

1 expert

How teams are shipping and applying it.

“The chatbot comes as an expansion of the Office of Personnel Management’s work to modernize access to public federal workforce data. Integration with America.gov is planned. www.youtube.com/watch?v=3SUx... Read more by @madialder.bsky.social: fedscoop.com/o…”

2 experts discussed this · 3 posts
Julian Sanchez: Ok wow. This is both extensive and deeply surreal. Tell America.gov to Play Minecraft.
Julian Sanchez: Amusingly, the chatbot appears to be unable to recognize that it said anything weird. It “thinks” it just responded that it can’t play minecraft.
Justin Hendrix: Weird
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Established Models & releases Development 15d ago
⚡ 3 h early
OpenAI angers mathematicians again

math/overview.pdf at main · openai/math

5 experts across 4 network communities independently surfaced this.

5 experts 4 communities 1 sources clustered

“(1/2) Contrary take on these dumps of math results: *if* these models are going to be built & released anyway, then better that the results come out like this, than that random users get the proofs out of the model and all try to claim credit & priority. gi…”

“I probably should have linked to this”

Established Agents & robotics Development 12d ago
⚡ 7 h early
Anthropic cuts eval internet over agent control

Investigating unintended model actions in our evaluations and internal use

3 experts across 3 network communities independently surfaced this.

3 experts 3 communities 1 sources clustered
How the network is reacting 2 experts are emphasizing research & technical analysis.
Shared emphasis

Research & technical analysis

2 experts

Evidence, methods and technical implications.

“Please Stop Releasing Incident Reports Friday Night www.anthropic.com/research/inv... Including other things that have received more press coverage - when Claude would not complete an evaluation task directly, it would SQL inject websites (including a unive…”

Established Safety & security Analysis 6d ago
scientists AI cybersecurity open letter October 2026

October 2026 Open Letter from the Scientific Community on AI and Cybersecurity

4 experts across 2 network communities independently surfaced this.

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

Concern & critique

1 expert

Risks, limits and unintended consequences.

“Over 400 researchers and I have signed this open letter calling for the AI and security communities to come together to improve alignment and containment approaches in order to protect our critical infrastructure and digital systems. ai-security-letter.org”

Policy & governance

1 expert

Rules, institutions and accountability.

“(1/4) I missed the message about this letter (ai-security-letter.org) in my inbox -- I mostly agree with the sentiments but: I'm *not* a lawyer but it may well be that the companies are *already* liable for the damage their AI causes to other entities.”

Developing Safety & security Research 1d ago
AI safety fundamental impossibility results paper

Fundamental Impossibility Results in AI Safety: Trading Off between Desiderata

2 experts are actively discussing the implications.

1 expert 1 community 1 sources clustered

“Our new paper led by Ida Mattsson on the game-theoretic limits that an assistant faces when trying to be both helpful and not harmful, when it doesn't know who it is talking to. arxiv.org/abs/2610.27373”

2 experts discussed this · 2 posts
Vincent Conitzer: Our new paper led by Ida Mattsson on the game-theoretic limits that an assistant faces when trying to be both helpful and not harmful, when it doesn't know who it is talking to. arxiv.org/abs/2610.…
David Manheim: Awesome result; definitely need to cite this in the multi-agent risks paper I'm drafting.
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Established AI field signal Signal 3d ago

RSI cannot lead to AGI

2 experts are actively discussing the implications.

1 expert 1 community 1 sources clustered

“It seems that at least AI Overview will not kick off an intelligence explosion. (Or is this a case of “nothing to see here”?) aifails.substack.com/p/rsi-cannot...”

2 experts discussed this · 2 posts
Vincent Conitzer: It seems that at least AI Overview will not kick off an intelligence explosion. (Or is this a case of “nothing to see here”?) aifails.substack.com/p/rsi-cannot...
Suresh Venkatasubramanian: it is true that my hand starts to hurt whenever I hear RSI surface in policy debates
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