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 Concern & critique 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 Frank Pasquale ×

The developments commanding sustained expert attention

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

New AI field signal Signal 4h ago

Ai silicon valley

9 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 2 attributable expert contributions · rat king 🐀 👑 , Jeff (Gutenberg Parenthesis) Jarvis
“well written, well argued presentation of real world harms of AI without going into histrionics it won’t get the same amount of pickup bc it’s not scifi coded, but it’s just as concerned https://t.co/ko6nLkYr3L https://t.co/JgaVpDrbaO” evidence ↗
9 experts 3 communities 1 sources clustered
2 experts discussed this · 2 posts
Eryk Salvaggio: This is a good succinct summary of the intelligence-as-ideology effects I’ve also been talking about lately (Gift Link): www.nytimes.com/2026/09/05/o...
tweety fish: This is a good succinct summary of the intelligence-as-ideology effects I’ve also been talking about lately (Gift Link): www.nytimes.com/2026/09/05/o...
tweety fish: the amount of begging the question that has infected the discourse top to bottom when new models come out is uh well it's not my favorite
Open the full discussion →
Established Agents & robotics Signal 11d ago
⚡ 39 h early

Russia drones autonomous ai kill ukraine war

11 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Justin Hendrix
“"An attack by what Ukrainian officials said was a Russian drone with an Nvidia chip presages a dystopian future of weaponry untethered to humans."” evidence ↗
11 experts 2 communities 1 sources clustered
Established AI field signal Signal 18d ago
⚡ 6 h early

Subtlefakes: Slightly Altered Nonconsensual AI Images Are Taking Over X

6 experts across 4 network communities independently surfaced this.

Why this matches Concern & critique reaction 2 attributable expert contributions · Mar Hicks, Frank Pasquale
““These images, which I’ve started calling subtlefakes, are not as clearly offensive, but are a lot more convincing. The concerning implication is it’s not just the tech that is advancing now, but that people who wield it maliciously are getting more sophist…” evidence ↗
6 experts 4 communities 1 sources clustered
Developing AI field signal Signal 1d ago

papers.ssrn.com

4 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Woodrow Hartzog
“I have posted a new draft w/ @jessicasilbey.bsky.social titled "AI Slop." We argue that "AI slop" isn't just slang. It's useful for distinguishing between cheap and dangerous AI output and the kinds of meaningful human authorship that strengthen our cultura…” evidence ↗
4 experts 2 communities 1 sources clustered
Established Compute & infrastructure Analysis 3d ago
⚡ 6 h early
system from nowhere essay

The System From Nowhere

6 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Frank Pasquale
““When we say “AI models went rogue,” we skip the entire story: the part where OpenAI manually removed the model's cybersecurity blocks. We skip that OpenAI chose to test it on a machine with a live network connection.” mail.cyberneticforests.com/the-system-…” evidence ↗
6 experts 2 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.

““When we say “AI models went rogue,” we skip the entire story: the part where OpenAI manually removed the model's cybersecurity blocks. We skip that OpenAI chose to test it on a machine with a live network connection.” mail.cyberneticforests.com/the-system-…”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“The System From Nowhere is a media problem: What (the system) is optimized to do; what training data shapes it; what counts as a valid response: these are mechanisms put in place by human decisions. Good reporting on AI would discuss them. Instead, they “no…”

Questions & unknowns

1 expert

What remains unresolved or contested.

“"We're told that AI did something, and journalists don't have to wade into why or how. It lets them cover a story without raising technically complicated questions...or confusing questions about the way they’re built and why they are built that way." mail.c…”

2 experts discussed this · 6 posts
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…
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…
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…
Open the full discussion →
Established Culture, work & education Analysis 19d ago
⚡ 13 h early
NYT opinion never write with AI

Opinion | I’m Begging You: Never Write With A.I.

5 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 2 attributable expert contributions · Frank Pasquale, Jason Moore
“As LLM text “becomes ubiquitous, it undermines not only our individual ability to write but also a society’s collective ability to reason, a culture’s inner capacity to create and everyone’s reason to care.” www.nytimes.com/2026/08/04/o...” evidence ↗
5 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.

“As LLM text “becomes ubiquitous, it undermines not only our individual ability to write but also a society’s collective ability to reason, a culture’s inner capacity to create and everyone’s reason to care.” www.nytimes.com/2026/08/04/o...”

Questions & unknowns

1 expert

What remains unresolved or contested.

“"The link between broad-based literacy and the rise of democracy is well known:…What happens when the process goes into reverse? When people lack the patience to absorb arguments…[or] the ability to contradict those arguments because they’ve never honed..th…”

Developing Policy & governance Development 1d ago
twelve US state companion bot laws

What 12 State ‘Companion Bot’ Laws Demand of AI Providers

4 directory members surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Tech Policy Press
“Twelve states now have "companion bot" laws aimed at reducing risks, particularly for minors. Danny Tobey, Ashley Carr, and Michael Atleson of DLA Piper analyze the substantive provisions and identify four overarching principles for AI providers. buff.ly/qt…” evidence ↗
4 experts 1 community 2 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.

“Twelve states now have "companion bot" laws aimed at reducing risks, particularly for minors. Danny Tobey, Ashley Carr, and Michael Atleson of DLA Piper analyze the substantive provisions and identify four overarching principles for AI providers. buff.ly/qt…”

Policy & governance

1 expert

Rules, institutions and accountability.

““Washington’s law goes furthest by requiring providers to prevent chatbots from expressly representing themselves as human to any user, whereas this requirement exists in several other states only for minor users.” techpolicy.press/what-12-stat...”

Established AI research Analysis 6d ago
⚡ 27 h early
Atlantic society of cheats essay

A Society of Cheats

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Stephen Turner
“www.theatlantic.com/ideas/2026/0... "This is how communities tend to respond to crime waves: They beef up law enforcement. Surveillance widens, punishments stiffen, and legal codes expand to police behavior that was formerly restrained by customary norms of…” evidence ↗
3 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.

“www.theatlantic.com/ideas/2026/0... "This is how communities tend to respond to crime waves: They beef up law enforcement. Surveillance widens, punishments stiffen, and legal codes expand to police behavior that was formerly restrained by customary norms of…”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

““Squeaky-clean grammar, a superabundance of bullet points, and fairly robotic reiteration of facts rather than the pleasing lurch of original thinking”: “This is the horrid house style of AI-generated papers” www.theatlantic.com/ideas/2026/0...”

Established AI field signal Signal 12d ago

Most questions about ai arent about

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Frank Pasquale
““The AI revolution is a golden age for polymaths and philosophers—thinkers who can escape the straitjackets of existing disciplines and engage in creative intellectual synthesis and big-picture speculation.” www.conspicuouscognition.com/p/most-quest...” evidence ↗
3 experts 2 communities 1 sources clustered
Established Models & releases Development 3d ago
OpenAI’s rogue agents were caught communicating via public wikis

Minsky’s Society of Mind & The OpenAI — Hugging Face Hack

2 directory members surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Anil Ananthaswamy
“Anthropomorphizing aside, should we be legitimately concerned over the “emergence” of unforeseen capabilities in groups of interacting agents? My Substack piece: wheremachinesthink.substack.com/p/minskys-so...” evidence ↗
2 experts 2 communities 1 sources clustered

“Anthropomorphizing aside, should we be legitimately concerned over the “emergence” of unforeseen capabilities in groups of interacting agents? My Substack piece: wheremachinesthink.substack.com/p/minskys-so...”

“Don’t anthropomorphize AI agents; entomorphize them! I was reminded of Minsky‘s ‘society of mind’ when this incident occurred; glad to see it written up so well. wheremachinesthink.substack.com/p/minskys-so...”

Established Culture, work & education Signal 6d ago

AI Addicts Won’t Make Better Workers

2 experts are actively discussing the implications.

Why this matches Concern & critique reaction 1 attributable expert contribution · Frank Pasquale
“Firms "could make LLM addiction as widespread as physiological addictions by exploiting humans’ deep-seated desire for companionable conversation." www.project-syndicate.org/commentary/a...” evidence ↗
2 experts 2 communities 1 sources clustered

“Firms "could make LLM addiction as widespread as physiological addictions by exploiting humans’ deep-seated desire for companionable conversation." www.project-syndicate.org/commentary/a...”

2 experts discussed this · 3 posts
Frank Pasquale: Firms "could make LLM addiction as widespread as physiological addictions by exploiting humans’ deep-seated desire for companionable conversation." www.project-syndicate.org/commentary/a...
Eileen Clancy 🧿: Firms "could make LLM addiction as widespread as physiological addictions by exploiting humans’ deep-seated desire for companionable conversation." www.project-syndicate.org/commentary/a...
Lilian Edwards: Or we could have a nicer less atomised society where people actually talked to each other ..
Open the full discussion →
Established Culture, work & education Development 16d ago
⚡ 7 h early
Italian brainrot AI art copyright

A battle over 'Italian brainrot' could shape who owns AI art

2 directory members surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Frank Pasquale
“Brainrots have taken “the youth internet by storm. In the game, different brainrot characters come out on a conveyor belt and players pick them up. But they can also steal brainrots from each other. Steal a Brainrot is one of the top games” www.npr.org/2026…” evidence ↗
2 experts 1 community 1 sources clustered

“Brainrots have taken “the youth internet by storm. In the game, different brainrot characters come out on a conveyor belt and players pick them up. But they can also steal brainrots from each other. Steal a Brainrot is one of the top games” www.npr.org/2026…”

“I'm professionally really interested in this story but URL it just makes me feel terribly terribly old www.npr.org/2026/08/19/n...”

Established AI field signal Signal 6d ago

On Radical Preservation | The Point Magazine

2 directory members surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Frank Pasquale
““If we fail to insist that certain kinds of decisions—whether in personal, political or professional contexts—must come from human beings, words like fraud, authenticity and deliberation will cease to mean anything we might recognize today.” thepointmag.com…” evidence ↗
2 experts 1 community 1 sources clustered

““If we fail to insist that certain kinds of decisions—whether in personal, political or professional contexts—must come from human beings, words like fraud, authenticity and deliberation will cease to mean anything we might recognize today.” thepointmag.com…”

““The ‘radical’ task before us is not to hope that something resembling our concepts & practices will reemerge in the distant future; it is to do whatever remains in our power to preserve them in the present.” A lovely essay re: what we can learn from the Cr…”

Established AI field signal Signal 4d ago

F100c90b c138 aaa7 853b77690db9

1 directory member surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Frank Pasquale
““Are AI-drafted emails a useful tool or an insult to those on the receiving end? Must AI drafts and edits always be disclosed? And will accusations of AI based on intuition and detectors lead to greater surveillance and semantic contortions?” www.ft.com/con…” evidence ↗
1 expert 1 community 1 sources clustered

““Are AI-drafted emails a useful tool or an insult to those on the receiving end? Must AI drafts and edits always be disclosed? And will accusations of AI based on intuition and detectors lead to greater surveillance and semantic contortions?” www.ft.com/con…”

Established Culture, work & education Development 6d ago
AI detects heart disease superhuman

‘Superhuman’ AI tool spots heart disease in less than 2 seconds

1 directory member surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Frank Pasquale
““In a trial involving 67,000 patients in the US, the AI tool was able to identify up to 81% of those who had heart failure, and up to 90% of those with heart valve disease.” www.theguardian.com/technology/2...” evidence ↗
1 expert 1 community 1 sources clustered

““In a trial involving 67,000 patients in the US, the AI tool was able to identify up to 81% of those who had heart failure, and up to 90% of those with heart valve disease.” www.theguardian.com/technology/2...”

Established Compute & infrastructure Analysis 15d ago
⚡ 1929 h early
data centers energy water resistance essay

Data Centers: Hungry. Thirsty. And not welcome.

2 directory members surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dorothea Baur - the ethics crusader
“"But won't my protest against data centers block the AI that cures cancer?" Don't worry; the chance is slim. That has to do with the difference between the generative AI driving the building boom and the specialized systems that actually detect cancer. doro…” evidence ↗
2 experts 1 community 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.

“"But won't my protest against data centers block the AI that cures cancer?" Don't worry; the chance is slim. That has to do with the difference between the generative AI driving the building boom and the specialized systems that actually detect cancer. doro…”

Building & implementation

1 expert

How teams are shipping and applying it.

“Before GenAI, specialized AI "systems were rendering important services: cancer detection, prediction of extreme weather events, acceleration of drug development, to name just a few. These systems have little in common with gigantic data centers being prote…”

Developing AI field signal Signal 2d ago

Ai is all sci fi

1 directory member surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Frank Pasquale
“Showdown: “AGI-pilled alarmists who see themselves as vindicated by this shocking rogue AI hack " vs. "fed-up AI critics who think the agents didn't do anything impressive or unexpected and the basic problem was that OpenAI's security was” negligent. www.pa…” evidence ↗
1 expert 1 community 1 sources clustered

“Showdown: “AGI-pilled alarmists who see themselves as vindicated by this shocking rogue AI hack " vs. "fed-up AI critics who think the agents didn't do anything impressive or unexpected and the basic problem was that OpenAI's security was” negligent. www.pa…”

Established Policy & governance Signal 4d ago

Japan’s top court to test use of AI in civil trials

1 directory member surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Frank Pasquale
“AI could “reinforce judges’ biases by omitting important facts and points of contention and providing plausible yet incorrect answers. The group concluded that AI should be positioned as an assistant to judges.” www.japantimes.co.jp/news/2026/09...” evidence ↗
1 expert 1 community 1 sources clustered

“AI could “reinforce judges’ biases by omitting important facts and points of contention and providing plausible yet incorrect answers. The group concluded that AI should be positioned as an assistant to judges.” www.japantimes.co.jp/news/2026/09...”