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.

Showing signals surfaced by Mél Hogan / The Data Fix ×

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 Analysis 12d ago
⚡ 97 h early
McSweeney's AI economics satire

AI Economics for Dummies

14 experts across 5 network communities independently surfaced this.

14 experts 5 communities 1 sources clustered

“Blood Sacrifice Fridays… lol -mcsweenys on AI finance www.mcsweeneys.net/articles/ai-...”

“McSweeney's on "AI finances" goes harder than most business publications. https://www.mcsweeneys.net/articles/ai-economics-for-dummies”

Established AI field signal Resource 20d ago
⚡ 489 h early
AI resist list published

The AI Resist List

15 experts across 3 network communities independently surfaced this.

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

Policy & governance

1 expert

Rules, institutions and accountability.

“We are so excited about this resource created with @weandai.bsky.social and the Refugee Law Lab. Check it out and submit a resource you're excited about via airesistlist.org#join”

Building & implementation

1 expert

How teams are shipping and applying it.

“AI resist list just launched! AIresistlist.org”

Established Policy & governance Analysis 7d ago
⚡ 16 h early
socialist case against AI nationalization

The Socialist Case Against Nationalizing AI

9 experts across 4 network communities independently surfaced this.

9 experts 4 communities 1 sources clustered
How the network is reacting 2 experts are emphasizing markets & investment.
Shared emphasis

Markets & investment

2 experts

Capital, companies and commercial impact.

“"When we hear AI, we shouldn’t fall for the AI peddlers’ narratives of productivity explosions and mass unemployment. We should think of Taylorism, of the myriad ways in which capital centralizes knowledge, measures people, and carves up work in order to ma…”

4 experts discussed this · 9 posts
Eugene Vinitsky: I think it's reasonable to ask of a research program that purports to automate away all jobs that it provide a positive vision of the future more confident than "hey, maybe we'll "cure" cancer alon…
Eugene Vinitsky: I've been talking about this a lot lately and it just feels like the moral cases in the field are significantly less developed than they should be and it's eating at me a bit
Juan Diego Rodriguez: This eats at me all the time. I don’t know what to do about it
Open the full discussion →
Established Policy & governance Development 15d ago
⚡ 4 h early
DOGE AI housing policy opacity

DOGE Used AI for Housing Policy. The Government Won’t Say How

5 experts across 3 network communities independently surfaced this.

5 experts 3 communities 1 sources clustered

“NEW: HUD appears to be making up FOIA exemptions. @telliotter.bsky.social with the scoop: www.wired.com/story/doge-d...”

Established Culture, work & education Analysis 4d ago
⚡ 4 h early
kids reject AI generational divide

Some Kids Will Never Think AI Is Cool

5 experts across 2 network communities independently surfaced this.

5 experts 2 communities 1 sources clustered
How the network is reacting 2 experts are emphasizing concern & critique.
Shared emphasis

Concern & critique

2 experts

Risks, limits and unintended consequences.

“Some Kids Will Never Think AI Is Cool 37% of teens cringe at AI content, and more than half worry about deepfakes. While youth usually adopt new tech eagerly, this skepticism is coming off different.”

Established Culture, work & education Development 13d ago
⚡ 26 h early
AI World Cup data workers labor report

The AI-powered World Cup runs on thousands of data workers

6 experts across 2 network communities independently surfaced this.

6 experts 2 communities 1 sources clustered

““The World Cup will put football’s data and AI on the largest stage there is,” says @grohmannrafael.bsky.social. “The football we watch runs on [data] work as much as on the players. None of it would exist without the workforce behind it.” restofworld.org/2…”

““The growth of wearable technology such as smart vests, as well as the betting industry and prediction platforms like Kalshi and Polymarket, is also fueling the demand for data workers.””

Established AI field signal Signal 10d ago

Ai spending oracle stocks bonds

4 experts across 3 network communities independently surfaced this.

4 experts 3 communities 1 sources clustered

“I used to think ”spending on AI infrastructure could be the fuse that ignites the bomb that is the massive global debt bubble“ was paranoid fantasy, on the grounds that Big Tech was paying for it all out of cash on hand, but no, pretty clear that’s where we…”

Established Policy & governance Development 7d ago
⚡ 2 h early
Mayo Clinic AI patient care lawsuit

Lawsuit Claims the Mayo Clinic's Use of AI Is Butchering Patient Care

5 experts across 3 network communities independently surfaced this.

5 experts 3 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.

“The Mayo Clinic's AI assistant has serious privacy problems, an extremely high error rate, and a team that manipulated data to lie about the tool. After raising concerns, the research director and AI compliance lead was fired. The future is bright! futurism…”

Policy & governance

1 expert

Rules, institutions and accountability.

““According to the lawsuit, the team working on MAYA [the clinic’s ai assistant] deleted unflattering test results, mischaracterized the tool’s abilities, and made decisions that put data security in jeopardy.””

Established Safety & security Analysis 9d ago
⚡ 385 h early
cybernetic forests X Y reframing essay

It's Not Just X. It's Y.

5 experts across 2 network communities independently surfaced this.

5 experts 2 communities 1 sources clustered

“If you look at all of Biden’s bullets you see this LLM pattern show up in some form or another — LLM templates aren’t a Mad Libs-style template, but they tend to repeat the same form of sentence. I wrote more here, if it’s of interest: mail.cyberneticforest…”

“Not using AI? You must pay an AI company $$$ to certify you, and then accept their AI-generated recommendations for how to not sound like AI.”

3 experts discussed this · 14 posts
Eryk Salvaggio: Not picking on OP or endorsing the trend, but the number of people sharing and being genuinely moved by Hunter Biden’s Claude output is a good window into how audiences see and respond to LLM-gener…
Eryk Salvaggio: A microcosm in the quote-posts, too. And look, I’m not using Pangram (I don’t have to) or calling for anyone to shun anybody. Just noticing something.
Eryk Salvaggio: Can’t say it’s Claude specifically but it has lots of telltale signs. It’s bullets, for one. Two: the terse “The noun verbed” opener. 3, the negative parallelism (“not x, not y. Z.”) repeated twice…
Open the full discussion →
Established Models & releases Release 12d ago
⚡ 11 h early

China’s Moonshot AI releases Kimi K3, the largest open-source model ever, rivaling top U.S. systems

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered
How the network is reacting 2 experts are emphasizing markets & investment.
Shared emphasis

Markets & investment

2 experts

Capital, companies and commercial impact.

“Chinas-moonshot-ai-releases-kimi-k3-the-largest-open-source-model-ever-rivaling-top-u-s-systems venturebeat.com/technology/chi… #AI #Kimi #OpenSource”

Established AI field signal Signal 10d ago
⚡ 74 h early

Kaiser nurses say ai surveillance is squeezing compassion out of patient calls

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

““The nurses described a workplace where software tracks call length, predicts daily productivity, and, for a stretch last year, used artificial intelligence to grade the empathy and tone in their voices.””

“A nurse “described cutting short a call with an elderly woman who had just received a terminal cancer diagnosis. The nurse said the woman …needed someone to talk to. The nurse held back from offering comfort because she feared it would hurt her monthly scor…”

What experts are discussing without an anchoring article

2 experts · 4 posts · 10h ago
Paris Marx: taylor lorenz has added telling her readers it’s ok to use ai alongside her defense of substack and fearmongering about efforts to combat screen and social media addiction. but yeah she’s totally a…
Paris Marx: would like to know the journalist groups she’s in where they’re “constantly” using AI
Open the thread →
3 experts · 3 posts · 18d ago
Eryk Salvaggio: Two studies I’d be curious about, if anyone has leads: 1) what are the hallucination rates in the latest gen of “agentic” LLMs? 2) how often are they reproducing text (not just biases / form, but c…
Mél Hogan / The Data Fix: Two studies I’d be curious about, if anyone has leads: 1) what are the hallucination rates in the latest gen of “agentic” LLMs? 2) how often are they reproducing text (not just biases / form, but c…
Open the thread →