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.

2,364 searchable experts 2,966 tracked across all sources
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Posts are grouped by conversation and tone. Select a lens to filter the stream; these are never permanent labels on people.

Concern & critique Context & explanation Opportunity & adoption Policy & governance
3 live reaction maps in this view Jump to the evidence ↓
Reaction converging Hugging face model evaluation security incident Concern & critique · 5 attributable reactions Shared emphasis "Useful" is not sufficient Opportunity & adoption · 2 attributable reactions Multiple readings We Must Act Now Concern & critique · 4 attributable reactions
Showing signals surfaced by tante ×
Debated

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 Evaluation & benchmarks Signal 6d ago
⚡ 1 h early

Hugging face model evaluation security incident

18 experts across 6 network communities independently surfaced this.

18 experts 6 communities 1 sources clustered
Ethan Mollick Thomas Steinke Mor Naaman Tim Kellogg Djamé 🟥 Ryan Calo Grace Anna Mills +10
6 experts discussed this · 11 posts
Grace: This headline is extremely funny given what happened (OpenAI hacked HF by accident) openai.com/index/huggin...
Grace: Maybe the most concerning part is the OpenAI claim to not have known about this before investigating?
Grace: Well, I think the model passed the test
Open the full discussion →
Primary source openai.com ↗
Established AI field signal Analysis 15d ago
⚡ 4 h early
ChatGPT AI flyer pandemic essay

We Are Living in a ‘ChatGPT Flyer Pandemic’

8 experts across 3 network communities independently surfaced this.

8 experts 3 communities 1 sources clustered
Meredith Broussard 404 Media Sarah T Roberts, PhD Jason Koebler Sam Cole James Grimmelmann tante Clive Thompson

““It might feel like you’re ‘saving time and money,’ but you’re actually slowly turning your brand into something generic like all the other brands out there using AI tools.” www.404media.co/we-are-livin...”

“This “good enough” attempt at graphic design…isn’t.”

5 experts discussed this · 16 posts
Jason Koebler: ChatGPT posters and flyers are polluting real life and driving me insane. Please respond to this with the worst ones you've seen irl. I'll post some in the thread www.404media.co/we-are-livin...
Jason Koebler: good on you! i see soooo many of them now
Jason Koebler: sadly and perveresly i wanna see these but i see so many fewer presentations these days
Open the full discussion →
Primary source 404media.co ↗
Established AI field signal Analysis 13d ago
AI usefulness insufficient critique essay

"Useful" is not sufficient

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered
Emily M. Bender tante Baldur Bjarnason
How the network is reacting 2 experts are emphasizing opportunity & adoption.
Shared emphasis

Opportunity & adoption

2 experts

New capabilities, benefits and practical upside.

“"In a burning world we need to hold ourselves and each other to a higher standard. “Useful” is far, far from being good enough." https://tante.cc/2026/07/15/useful-is-not-sufficient/”

3 experts discussed this · 8 posts
tante: "In a burning world we need to hold ourselves and each other to a higher standard. “Useful” is far, far from being good enough." https://tante.cc/2026/07/15/useful-is-not-sufficient/
tante: (Sorry, just a quick note, I'd love to write a longer piece on "useful" because it's such a harmful narrative)
tante: Gotta figure out if I might want to pitch that somewhere or just dump it on the blog ;))
Open the full discussion →
Primary source tante.cc ↗
Established AI field signal Development 14d ago
⚡ 4 h early
Nobel laureates AI economic action call

We Must Act Now

8 experts across 4 network communities independently surfaced this.

8 experts 4 communities 1 sources clustered
Yoshua Bengio Olivia Guest Tim Kellogg tante Gillian Hadfield Jeffrey Vagle Paul Hünermund Michiel Bontenbal
How the network is reacting Experts are approaching this through 3 distinct lenses.
Multiple readings

Concern & critique

2 experts

Risks, limits and unintended consequences.

“If current trajectories of AI development continue, it is highly plausible that AI will drastically transform our economies. We must make collective, democratic choices, rather than letting market forces play out and risking leaving most citizens behind. di…”

Policy & governance

1 expert

Rules, institutions and accountability.

“200 AI researchers and economists sign an open letter to policymakers www.wemustactnow.ai”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“I joined over 200 economists and AI researchers in signing "We Must Act Now" a statement on AI's transformation of the economy. AI could reshape the economy at unprecedented speed. The opportunities are enormous and so are the challenges. We need to start p…”

2 experts discussed this · 4 posts
tante: Oh, is it "AI is super powerful and we who are pushing for AI everywhere warn that we might have created a dangerous god from reddit posts" time of the month again? This is Anthropic/OpenAI PR and …
tante: nope that's it. These folks are getting lazier by the day
tante: Yeah. They spend just a handful of tokens on this website.
Open the full discussion →
Primary source wemustactnow.ai ↗
More conversations

What experts are discussing without an anchoring article

4 experts · 7 posts · 12d ago
Emily M. Bender Olivia Guest tante Neil Turkewitz
Shared emphasis Opportunity & adoption · 2
Emily M. Bender: I really appreciate this stance. Too many people try to use "but it's useful" as a counterargument to what we say, for example, in The AI Con. Useful for whom and at what cost (to the user and espe…
tante: I really appreciate this stance. Too many people try to use "but it's useful" as a counterargument to what we say, for example, in The AI Con. Useful for whom and at what cost (to the user and espe…
Open the thread →