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 Margaret Mitchell ×

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 19d ago
⚡ 2343 h early

No ai is not stochastic parrot a99e57766bed

6 experts across 2 network communities independently surfaced this.

6 experts 2 communities 1 sources clustered
17 experts discussed this · 104 posts
Will Oremus: feels like there is a group of smart and well-intentioned people who long ago made up their minds that AI Is Bad, swore off using it, and now get all their info about AI from each other. not saying…
Will Oremus: you can eschew anthropomorphizing language like "think" and "reason" and even "intelligence" but anyone who uses these tools regularly cannot fail to see that what they do is something more than ju…
Will Oremus: or if it is parroting, it's stretching the bounds of your conventional understanding of that term so far as to render it misleading. parrots cannot solve complex problems, self-interrogate and self…
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Established AI field signal Analysis 7d ago
⚡ 645 h early
academics reject uncritical AI adoption

Against the Uncritical Adoption of 'AI' Technologies in Academia

4 experts are actively discussing the implications.

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

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“See, e.g., Section 4 in our position paper for an overview of how the principles can be applied to 'AI': 📝 @olivia.science , @marentierra.bsky.social et al. (2026). Against the Uncritical Adoption of 'AI' Technologies in Academia. Digital Culture & Educatio…”

Opportunity & adoption

1 expert

New capabilities, benefits and practical upside.

“or if you prefer text: Guest, O., Suarez, M., Müller, B., et al. (2026). Against the Uncritical Adoption of 'AI' Technologies in Academia. Digital Culture & Education. doi.org/10.5281/zeno...”

4 experts discussed this · 112 posts
Olivia Guest: if you hate LaTeX then raw text works too because remember: journals are supposed to typeset stuff for us: we pay them
Olivia Guest: or git, but depends how you work ofc
Olivia Guest: not a fan, but yes, a very good idea
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Established Culture, work & education Analysis 18d ago
⚡ 164 h early
AI nearly triggered US China war

AI Almost Started a U.S.–China War — and No One Seems to Care

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“I wrote about something that was making me feel nuts: After weeks of discourse around hypothetical existential threats from AI triggered global calls for government intervention, we learned a faulty AI system almost triggered a US-China war. And no one real…”

What experts are discussing without an anchoring article

6 experts · 13 posts · 17d ago
Multiple readings Concern & critique · 1 Context & explanation · 1
Anil Dash: Exactly this. And in fact, many models *have* been created this way, and decades of prior machine learning systems *were* created this way, consensually. These things are choices! People are STILL …
Anil Dash: I can’t emphasize this enough — “AI” wasn’t born corrupt and toxic. For ~75 years, it was mathematicians and scientists doing interesting, thoughtful work and trying to solve problems, making only …
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