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 signals surfaced by John Warner ×

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 Signal 12d ago

Ai chatgpt medication epilepsy death

13 experts across 5 network communities independently surfaced this.

13 experts 5 communities 1 sources clustered

“This whole story is infurating, but this first quote from someone at OpenAI is really making me see red. "The newer version won't do this": a) why the fuck should we believe you and b) even if so, that has fuck-all to do with OpenAI's culpability here. www.…”

“I spent most of last year covering ChatGPT-4o's unsettling effects on some users. OpenAI pulled it off the market in February. @teddyrosenbluth.bsky.social writes about a software engineer who died in Feb who had been using 4o to help her go off her epileps…”

2 experts discussed this · 24 posts
Emily M. Bender: This whole story is infurating, but this first quote from someone at OpenAI is really making me see red. "The newer version won't do this": a) why the fuck should we believe you and b) even if so, …
Emily M. Bender: And this is just astonishing --- your chatbot killed someone who was using it for medical advice and you want to say that's still a good use case?
Luke Stark: This whole story is infurating, but this first quote from someone at OpenAI is really making me see red. "The newer version won't do this": a) why the fuck should we believe you and b) even if so, …
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Established AI field signal Signal 12d ago

Marissa mayer ai assistants women

11 experts across 4 network communities independently surfaced this.

11 experts 4 communities 1 sources clustered
Established Models & releases Analysis 16d ago
⚡ 6 h early
AI displacing peer review

Generative AI Is Not Our Peer

4 experts across 3 network communities independently surfaced this.

4 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.

“"I understand that there have been some experiments showing that LLM review may have similar outcomes to human peer review, but who cares? Either scholarship, research and publishing are human enterprises or they aren’t." www.insidehighered.com/opinion/colu…”

4 experts discussed this · 44 posts
Emily M. Bender: "I understand that there have been some experiments showing that LLM review may have similar outcomes to human peer review, but who cares? Either scholarship, research and publishing are human ente…
Emily M. Bender: Exactly! No matter what you are claiming to measure, the results can't be meaningful if they are based on a false frame. The claim that peer review can be automated is a false frame. And unfortunat…
Emily M. Bender: In general, I really like the article linked at the top of the thread, though the author kept going out of his way to say he's not a genAI/LLM "refuser". Whyever not? And why protest so much? >>
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Established Culture, work & education Analysis 18d ago
⚡ 28 h early
AI education flawed meta-analysis critique

Presumed Effective: The Manufacturing of an Evidence Base for AI-in-Ed Through Flawed Meta-Analysis

4 experts across 2 network communities independently surfaced this.

4 experts 2 communities 1 sources clustered

“Of interest from Justin Reich today: a panel discussion on "faulty meta-analyses related to AI in Education":”

“I would love everyone in education, regardless of level, to watch this discussion of the grave methodological problems of meta analysis papers on "AI in education." We are years from even a potentially valid analysis. Anyone claiming to know something now i…”

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

Amazon

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“Maybe, just maybe, the way to think productively about the intersection and AI is to spend much more time thinking about humans and much less about AI. That's what I tried to do in More Than Words through the lens of writing and teaching writing. www.amazon…”

Established Culture, work & education Development 6d ago
⚡ 128 h early

Dartmouth Provost Resigns Over AI Use

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“How AI causes job loss: 1. Semafor highlights AI use in Dartmouth prof's oped. www.semafor.com/article/08/2... 2. Student journos find other examples. www.thedartmouth.com/article/2026... 3. School reviews prof's Claude logs and he resigns: www.insidehigher…”

“Given Dartmouth's president's declaration of wanting "more AI" at her institution, I'm a little surprised by this, but the investigation and faculty deliberation seems quite fair and thorough. www.insidehighered.com/news/governa...”

New AI field signal Signal 20h ago

Agreement on the Essential Human Capacities in the Age of AI

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“If you don't believe me, a humble writer and former writing teacher, about the importance of taste and judgement rooted in knowledge, trust Ethan Mollick, one of our our leading AI whisperers, who agrees with me. biblioracle.substack.com/p/agreement-...”

Established AI field signal Signal 20d ago
⚡ 2843 h early

The AI Novelty Cycle

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“But the otter test is a novelty. It is not a meaningful gauge of how AI tools might be useful to us or how we might think about these human capacities in relation to AI. Marveling at the capacity of AI to produce novelties is a waste of everyone's time. bib…”

Established AI field signal Signal 13d ago

bookshop.org

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Anyway, I'm very grateful to the people whose work informed the book, the folks I've gotten to meet with as I workshop and speak, and the opportunity to continue to focus my time on work that I enjoy and believe to be important. Writing really is more than …”

Established AI field signal Analysis 15d ago
essential human capacities AI age essay

Agreement on the Essential Human Capacities in the Age of AI

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“I believe there's a growing awareness of the essential human capacities we all need to be human in the presence of AI and at the core of those capacities is reading and writing. biblioracle.substack.com/p/agreement-...”

What experts are discussing without an anchoring article

4 experts · 33 posts · 14d ago
Multiple readings Markets & investment · 1 Opportunity & adoption · 1 Questions & unknowns · 1
Matthew Kirschenbaum: Based on the NYT, which (afaik) is all we have to go on, Mayer “felt overwhelmed by the range and complexity of potential answers.” You can make of this what you will, including that it is disingen…
ae: it also just sounds like -- surprise -- someone used AI on a homework assignment. which it was, for the parent. i am not really sure the prompt is really as innocent in context as it appears in the…
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3 experts · 31 posts · 16d ago
Multiple readings Concern & critique · 1 Context & explanation · 1
Anthony Moser: "ai" discourse exploits our social patterns. we don't owe polite consideration to people who are rudely barging into every private space at once you don't need to grant the premise that it's good f…
Anthony Moser: at this point anyone claiming "ai" is in any way good or worthwhile needs to define what they mean and make an affirmative argument for it make people defend what they believe. and if you don't bel…
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