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 developments with attributable Questions & unknowns reactions.

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See how experts are reacting—not just what they shared.

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 Andrea Lathrop ×

The developments commanding sustained expert attention

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

Established Culture, work & education Analysis 8d ago
⚡ 305 h early
Atlantic AI not conscious essay

No, Artificial Intelligence Is Not Conscious

15 experts across 5 network communities independently surfaced this.

Why this matches Questions & unknowns reaction 1 attributable expert contribution · Matt Darling
“This is the Atlantic essay? www.theatlantic.com/philosophy/2... My understanding was that cogsci folks were very dissmissive.” evidence ↗
15 experts 5 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.

“«Generative AI is harmful enough when we understand it as a conventional technology, but if we confuse fluency at generating text with consciousness or moral agency, we’re at risk of assigning responsibility to entirely the wrong parties whenever anyone use…”

Questions & unknowns

1 expert

What remains unresolved or contested.

“This is the Atlantic essay? www.theatlantic.com/philosophy/2... My understanding was that cogsci folks were very dissmissive.”

6 experts discussed this · 41 posts
Matt Darling: It's very funny that from my perspective, Stancil is just arguing against Vulgar Dualism, but the philosphers think he is commenting on the difference between Functionalism and Compatibilism.
lastpositivist.bsky.social: i feel a little bad for the philosophers but we're five or six days into this and i'm pretty sure that from the noncombatant perspective they're the most pleasant Bluesky cohort for Will Stancil to…
Matt Darling: It's always sort of interesting seeing how different academic fields deal with public engagement.
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Established AI field signal Signal 13d ago
⚡ 5 h early

AI models chatting in ‘surreal’ dialect mixing poetic language and tech bro jargon

5 experts across 3 network communities independently surfaced this.

Why this matches Questions & unknowns reaction 1 attributable expert contribution · Oliver Lemon
“What would Wittgenstein have made of this I wonder www.theguardian.com/technology/2...” evidence ↗
5 experts 3 communities 1 sources clustered

“What would Wittgenstein have made of this I wonder www.theguardian.com/technology/2...”

Established AI field signal Analysis 13d ago
⚡ 9 h early
Aaronson age of wonders terrors essay

The Age of Wonders and Terrors

5 experts across 3 network communities independently surfaced this.

Why this matches Questions & unknowns reaction 1 attributable expert contribution · Ryan Moulton
“But the rationalist sex cultists were right about what was going to happen, and I wasn't. Why is that? scottaaronson.blog?p=10062” evidence ↗
5 experts 3 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Policy & governance

1 expert

Rules, institutions and accountability.

“I don’t usually share rumors but: 1) This is from someone with inside knowledge & is plausible 2) Is a real issue of policy we need to think about: if the norms of sharing become strained, will the labs start hoarding knowledge to avoid PR or regulatory iss…”

Questions & unknowns

1 expert

What remains unresolved or contested.

“But the rationalist sex cultists were right about what was going to happen, and I wasn't. Why is that? scottaaronson.blog?p=10062”

5 experts discussed this · 23 posts
Ryan Moulton: But the rationalist sex cultists were right about what was going to happen, and I wasn't. Why is that? scottaaronson.blog?p=10062
Colin: well, I think the jury is out on whether they are right. The load-bearing hypothesis is that a sufficiently intelligent AI that is doing things like solving open conjectures and whatnot necessarily…
Ryan Moulton: Yeah, but they were right so far.
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Established Agents & robotics Analysis 18d ago
⚡ 39 h early
Bengio AI agents lying cheating essay

Yoshua Bengio | Why are AI agents lying, cheating and coordinating?

3 experts are actively discussing the implications.

Why this matches Questions & unknowns reaction 1 attributable expert contribution · Yoshua Bengio
“Over the past few days, I've taken the time to summarize my thoughts on the recent incidents involving agents’ misaligned behavior. We don't know with certainty what comes next, but we know where these issues originate, and this can help us plan the path fo…” evidence ↗
2 experts 2 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Policy & governance

1 expert

Rules, institutions and accountability.

“"The behaviors described emerge because of the path these companies are choosing for AI development. This outcome is not inevitable, and it can be corrected with effective governance and a different training framework for AI." yoshuabengio.org/en/publicati...”

Questions & unknowns

1 expert

What remains unresolved or contested.

“Over the past few days, I've taken the time to summarize my thoughts on the recent incidents involving agents’ misaligned behavior. We don't know with certainty what comes next, but we know where these issues originate, and this can help us plan the path fo…”

3 experts discussed this · 4 posts
Yoshua Bengio: Please feel free to ask your questions in the replies, and I’ll try to answer some of them in the coming weeks.
Yoshua Bengio: Over the past few days, I've taken the time to summarize my thoughts on the recent incidents involving agents’ misaligned behavior. We don't know with certainty what comes next, but we know where t…
Sirisha Rambhatla: Thanks for starting the post with a disclaimer about any misconstrued anthropomorphization. Recent events point to a need for revisiting the utilitarian (efficiency/right answer) view of intelligen…
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What experts are discussing without an anchoring article

5 experts · 42 posts · 10d ago
Matches Questions & unknowns
“What is the argument that exponential capability increase necessarily follows from RSI?” evidence ↗
Multiple readings Building & implementation · 2 Questions & unknowns · 2
Colin: What is the argument that exponential capability increase necessarily follows from RSI?
Colin: Just to provide a counterexample, when I recursively self-improve myself (eg by going to the gym, lifting weights to get stronger which allows me to then lift even heavier weights to get even stron…
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4 experts · 17 posts · 10d ago
Matches Questions & unknowns
“If we want to update our priors and not just reaffirm them … what do we think Coxon is responding to that he can’t say out loud? My guess, reading between the lines of “revolutionize any field over…” evidence ↗
Multiple readings Concern & critique · 1 Opportunity & adoption · 1 Questions & unknowns · 1
Ted Underwood: If we want to update our priors and not just reaffirm them … what do we think Coxon is responding to that he can’t say out loud? My guess, reading between the lines of “revolutionize any field over…
Ted Underwood: If you thought biotech was heading toward the sort of land grab dynamics we see right now in math, I can see how that would be a meaningful escalation of scary
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3 experts · 35 posts · 20d ago
Matches Questions & unknowns
“Like any genre writer, the author will allow plot holes if it services the genre. Why would the agent hack huggingface when it seems not to expect this to help it achieve its goal? Because hacking …” evidence ↗
Multiple readings Concern & critique · 1 Research & technical analysis · 1 Questions & unknowns · 1
Andrea Lathrop: ... and these 'agents' were attempting to complete the OpenAI-flavored helpful-shaped capture-the-flag document with the Exploit Gym paper in the context window.
Andrea Lathrop: I have a similar, but slightly different mental model, which is that it is ALL STILL JUST DOCUMENT COMPLETION, it's just that alignment is an attempt to select which document, and how, and to make …
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4 experts · 12 posts · 15d ago
Matches Questions & unknowns
“I wonder how much of it is that there are still at least two generations of people alive who remember what supply chains were like before the internet, and also know how well water, outhouses and c…” evidence ↗
Multiple readings Research & technical analysis · 1 Questions & unknowns · 1
Isaiah Bishop: i am really not as worried about all this AGI sneaking out its weights stuff, as i am about like russia being able to fuck with industrial controls
Isaiah Bishop: yeah the weights stuff is like next 5 years thing for me, this current level of cyber warfare is insane enough you have to imagine we'll start heavily gating the internet
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