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
Clear
Showing signals surfaced by Teresa Heffernan ×

The developments commanding sustained expert attention

One card per development. Sources are clustered; expert reactions remain attributable.

Established AI business Analysis 6d ago
⚡ 375 h early
Is AI profitable analysis essay

Is AI Profitable Yet?

10 experts across 6 network communities independently surfaced this.

10 experts 6 communities 1 sources clustered

“Is AI profitable yet? isaiprofitable.com”

“* Gratitude - Aid Coordination www.kaggle.com/competitions... * Is AI Profitable Yet? isaiprofitable.com 5/”

New Policy & governance Development 23h 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

““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.””

“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…”

Established AI field signal Signal 12d ago
⚡ 18 h early

Norway imposes near ban ai elementary school

6 experts across 2 network communities independently surfaced this.

6 experts 2 communities 1 sources clustered

““Norway imposes near ban on AI in elementary school | Reuters” https://www.reuters.com/technology/norway-imposes-near-ban-ai-elementary-school-2026-06-19/ >”

Established AI field signal Development 15d ago
⚡ 161 h early
Maine librarians help patrons resist AI

These Maine librarians are helping patrons resist AI and Big Tech

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“Reference librarian Hannah Cyrus teaches classes on how to use technology. But that doesn’t mean uncritically embracing it, she says: “I really try to make sure people not only know where to tap or click...but understand the values and issues at play.” www.…”

Established AI field signal Analysis 16d ago
⚡ 4 h early
Let AI Burn essay

Let AI Burn

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“I believe that letting AI burn will allow for the tech industry to contemplate the mistakes that brought us here. And possibly — maybe — find a path to redemption. Maybe. www.wheresyoured.at/let-ai-burn/”

Established Compute & infrastructure Development 13d ago
⚡ 22 h early
Texas data centers pollution catastrophic

Data Centers Are Quietly Taking Over Texas. The Pollution Could Be Catastrophic

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“Forget AGI snake oil, from Saudi to Texas to Alberta, the point of the AI Industry is to drive up energy demands to keep the oil industry in business. 'Martos describes the trend as “enormous” and says it risks “locking in fossil fuel for the foreseeable fu…”

Established AI field signal Development 16d ago
LeCun bold AI future vision interview

Yann LeCun has a bold new vision for the future of AI

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“It will likely be out in the fall, but if you would like a draft copy (still editing it) would be happy for comments. It is on n NEOM as a microcosm of the AI industry. The LeCun quote: www.technologyreview.com/2022/06/24/1...”

Established Models & releases Development 18d ago
LeCun launches venture betting against LLMs

Yann LeCun’s new venture is a contrarian bet against large language models  

3 experts are actively discussing the implications.

1 expert 1 community 1 sources clustered

“www.technologyreview.com/2026/01/22/1...”

3 experts discussed this · 29 posts
Iris van Rooij: That too!
Olivia Guest: IQ is a fraud
Olivia Guest: enjoy medium.com/incerto/iq-i...
Open the full discussion →
Established Compute & infrastructure Development 8d ago
AI energy demand sustains fossil fuels

AI Energy Demand Can Keep Fossil Fuels Alive, Tech Backers Promise World’s Two Biggest Oil Producers - DeSmog

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“But hey Canada let's build more pipelines to feed data centers to meet energy demands to satisfy the AI industry billionaires in bed with the oil execs...who cares about breathing (a citizen, remember those, in smoke-filled, sweltering TO) @mark-carney.bsky…”

Established AI research Development 16d ago
Brown University AI cheating scandal

Brown University Professor Horrified to Discover Largest AI Cheating Scandal in Ivy League History

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Governments & universities backing AI industry scams have no shame. Brain rot, environmental & social devastation...they seem to hate young people: "Compounding the concerning development, literacy and numeracy rates have taken a major hit over the last cou…”

What experts are discussing without an anchoring article

3 experts · 9 posts · 19d ago
Anthony Moser: LLMs are a kind of uncertainty filter that give credible sources and bad ones the same glossy finish, severing the links so you can't really be sure
Anthony Moser: I'll add that knowing who said something and why they might have said it is a basic and extremely important kind of context which means LLMs are functionally *designed to destroy context*
Open the thread →
2 experts · 3 posts · 12d ago
Pavel: When I think about preening arrogance, my mind immediately goes to a guy who lives in public housing and takes the train to work, rather than the entire rogues' gallery of private jet enabled AI th…
Teresa Heffernan: When I think about preening arrogance, my mind immediately goes to a guy who lives in public housing and takes the train to work, rather than the entire rogues' gallery of private jet enabled AI th…
Open the thread →