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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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 Culture, work & education Analysis 5d ago
⚡ 116 h early
joyless decadence culture essay

Why does everything feel so joyless? Welcome to the age of decadence without pleasure | Michèle Mendelssohn and Charlie Tyson

5 experts across 2 network communities independently surfaced this.

5 experts 2 communities 1 sources clustered

““There is no pleasure or pain for an AI, no skin in the game,” the philosopher Carissa Véliz writes in her recent #book Prophecy. As a result, an AI “cannot care, and therefore cannot value”. #authors www.theguardian.com/us-news/ng-i...”

““But whereas des Esseintes’s withdrawal is an immersion into the subtleties of sensation, Johnson’s ‘Don’t Die’ movement treats the delights of the senses as suspect, even fatal.” www.theguardian.com/us-news/ng-i...”

4 experts discussed this · 21 posts
Pavel: Tomato and pineapple are both sweet and acidic fruit, making it theoretically possible to create a pineapple sauce that performs the same role as tomato sauce.
Abstract Tesseract: lasagna but it's penne-apple-pineapple-penne
Pavel: I promise I am researching this solely for science and not to create the most cursed pizza imaginable
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Developing AI field signal Analysis 1d 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

“A good rule of thumb: If the press release (or stenographic news reporting masquerading as journalism) says that an "AI" did something, that's deliberate obfuscation. Software doesn't do anything of its own accord, but folks sure like to talk about it as if…”

“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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New AI field signal Signal 4h ago

Ai silicon valley

9 experts across 3 network communities independently surfaced this.

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
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Established AI field signal Signal 20d ago
⚡ 15 h early

Student writing essays ai

11 experts across 4 network communities independently surfaced this.

11 experts 4 communities 1 sources clustered
2 experts discussed this · 6 posts
Hypervisible : “Writing builds our working memory, executive planning skills and metacognition — the ability to think about our thinking, weigh alternate viewpoints and revise for clarity and style. It takes deca…
Hypervisible : The extent to which these companies (and the people who represent them) are actively hostile to students cannot be overstated. “Students need to write well enough to have a sense of which A.I. text…
Hypervisible : This statement is so egregiously bad I wish the journalist included the original quote instead of paraphrasing.
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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.

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…
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Established Policy & governance Signal 3d ago

Wake up call for congress lawmakers get big brother warning on ai

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered
2 experts discussed this · 2 posts
Frank Pasquale: “Today, anyone with access to a frontier AI model can buy your data from a broker and reconstruct an intimate picture of your life, including your location, your purchases, your browsing history, a…
Marielza: "Besides building troves of personal information gleaned from commercial databases, the dossiers offer advice on potential ways to blackmail, coerce or stalk the individual..." 😱
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Established AI research Analysis 14d ago
⚡ 5 h early
scientists reject AI leader claims

Why Scientists See AI Leaders as False Prophets

2 experts are actively discussing the implications.

2 experts 1 community 1 sources clustered

“Encouraging to read measured assessments of AI promises for medicine and health: "the scientific community thinks Silicon Valley leaders are...making grand public pronouncements without showing an abundance of evidence to prove their statements" Gift link: …”

2 experts discussed this · 5 posts
Alondra Nelson: Encouraging to read measured assessments of AI promises for medicine and health: "the scientific community thinks Silicon Valley leaders are...making grand public pronouncements without showing an …
Alondra Nelson: I sent a gift link--it may be used up already.
Mél Hogan / The Data Fix: Super interesting. But if I'm reading this right, seems like it's traditional AI and not genAI that might help at all (?). That seems understated ... and important...
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Established Culture, work & education Signal 6d ago

AI Addicts Won’t Make Better Workers

2 experts are actively discussing the implications.

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 ..
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Established Culture, work & education Analysis 16d ago
pro-worker AI versus AGI essay

Why we must stop talking about artificial general intelligence — and instead build ‘pro-worker’ AI

2 experts are actively discussing the implications.

1 expert 1 community 1 sources clustered

“Nice to see Acemoglu oppose TESCREAL: "Much of the AI boom has been driven by a homogeneous group of people influenced by a shared idea — drawn partly from philosophy and science fiction — that sees machines as ultimately surpassing and supplanting humanity…”

2 experts discussed this · 2 posts
Frank Pasquale: Nice to see Acemoglu oppose TESCREAL: "Much of the AI boom has been driven by a homogeneous group of people influenced by a shared idea — drawn partly from philosophy and science fiction — that see…
Benjamin Riley: That’s good. Suggesting AI can help teachers by personalizing learning, less good!
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