Expert attention map

El Who's Who de la IA

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
Filter the conversation Who is saying what?

Combine a professional role with a reaction lens. Both must match the same attributed contribution.

Nuevo Network reaction maps

See how experts are reacting—not just what they shared.

Posts are grouped by conversation and tone. Select a lens to filter the stream; these are never permanent labels on people.

What is moving across the network now

One card per development. Sources are clustered; reaction bundles describe these posts, never the people behind them.

New AI field signal Analysis 5h ago
⚡ 7 h early
medical students AI judgment essay

What happens when medical students rely on AI – and never develop their own judgment? | Simar Bajaj and Joseph Sakran

4 experts across 2 network communities independently surfaced this.

4 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.

““The idea of deskilling implies that someone possessed an ability and then lost it. Here, the danger is not just deskilling but never-skilling. Although a doctor who has forgotten how to reason is recoverable, one who never learned how may not be.””

New AI field signal Signal 1h ago

rpgroup.caltech.edu

4 experts across 2 network communities independently surfaced this.

4 experts 2 communities 1 sources clustered

“Also Kat's bricks metaphor is about science and has been for decades. It's why it's important to listen to scientists who work on theory, models, as AI turbocharges preexisting issues. See the classic "Chaos in the brickyard" one-pager in Science from 1963:…”

“Yes! Instead of piles of bricks, let's build edifices. www.rpgroup.caltech.edu/virus_bootca...”

New AI research Development 6h ago
Penn professor arrested blocking delivery robots

A retired Penn professor has been blocking Uber Eats robots for months. This week, she got arrested for it

8 experts across 3 network communities independently surfaced this.

8 experts 3 communities 1 sources clustered

“@tressiemcphd.bsky.social some local news relevant to your interests. See also her professional/professorial credentials www.phillyvoice.com/philly-woman...”

“Marvin “plans to contest the charge on the grounds of her First Amendment right to protest” www.phillyvoice.com/philly-woman...”

New AI field signal Development 10h ago
⚡ 4 h early
ChatGPT 404 Media false referral

ChatGPT Keeps Telling People 404 Media Can Solve Their Tech Support Problems

10 experts across 5 network communities independently surfaced this.

10 experts 5 communities 1 sources clustered

“Because big tech platforms essentially do not have customer support and make it impossible for their users to contact a human, many people experiencing run-of-the-mill tech problems have turned to ChatGPT, which told them to contact us... no... www.404media…”

“ChatGPT keeps telling people all over the world that 404 Media can help with their tech support problems, and our inboxes are full of clearly AI-generated complaints about getting locked out of Instagram accounts. Make it stop www.404media.co/chatgpt-keep...”

5 experts discussed this · 18 posts
Jason Koebler: In the last few weeks i've been bombarded with emails from people who have minor tech support problems. ChatGPT is telling them to email me, writing their emails, and compiling "evidence packets" a…
Jason Koebler: this is happening because big tech customer support basically doesn't exist and desperate people are asking ChatGPT what to do. ChatGPT is sending them to journalists
Amy Hoy: you have sections duplicated in this piece
Open the full discussion →
New AI field signal Resource 22h ago
⚡ 215 h early
America.gov US government resource

America.gov

25 experts across 5 network communities independently surfaced this.

25 experts 5 communities 1 sources clustered
How the network is reacting Experts are approaching this through 3 distinct lenses.
Multiple readings

Policy & governance

2 experts

Rules, institutions and accountability.

“America.gov does not do pronouns. Any pronouns. (Courtesy of my daughter!) aifails.substack.com/p/pronouns”

Concern & critique

1 expert

Risks, limits and unintended consequences.

“Jessica Ji weighed in on the new #AI-powered https://t.co/sEHIhq7mvb website for @USATODAY, saying that it can be a useful resource for people trying to navigate U.S. government websites. She also notes its risks: “When this kind of AI system is empowered t…”

Building & implementation

1 expert

How teams are shipping and applying it.

“The chatbot comes as an expansion of the Office of Personnel Management’s work to modernize access to public federal workforce data. Integration with America.gov is planned. www.youtube.com/watch?v=3SUx... Read more by @madialder.bsky.social: fedscoop.com/o…”

2 experts discussed this · 3 posts
Julian Sanchez: Ok wow. This is both extensive and deeply surreal. Tell America.gov to Play Minecraft.
Julian Sanchez: Amusingly, the chatbot appears to be unable to recognize that it said anything weird. It “thinks” it just responded that it can’t play minecraft.
Justin Hendrix: Weird
Open the full discussion →
New AI field signal Analysis 3h ago
Pentagon big tech AI dependency essay

The Pentagon Has a Big Tech Problem

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“The Pentagon’s AI dependencies stem from “a decades-long shift toward privatization of the US military’s weaponry and technology needs,” write Amos Toh of the Brennan Center for Justice and Margaret Mullins of the Vanderbilt Policy Accelerator.”

“"In the battlefield, commercial AI is shaping decisions to go to war, identify and strike targets, and anticipate civilian impact."”

New AI field signal Signal 11h ago

How an obscure website became force americas election information machine

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

““As Americans increasingly turn to chatbots for political information, experts warn that this AI feedback loop could quietly distort the information voters receive, seeding errors about candidates and elections across the internet and into the hands of mill…”

New AI field signal Analysis 6h ago
⚡ 684 h early
I Am An AI Hater essay

I Am An AI Hater

9 experts across 2 network communities independently surfaced this.

9 experts 2 communities 1 sources clustered

“I'm hoping it's #1, and also that as time goes on, more people will feel comfortable being out, open, and leadership providing LLM/"AI" haters. Like @aclanthology.org anthonymoser.github.io/writing/ai/h...”

“Periodically I re-share this. Thank you for writing it, @anthonymoser.com. anthonymoser.github.io/writing/ai/h...”

2 experts discussed this · 2 posts
Katie (Kathryn) Conrad: Periodically I re-share this. Thank you for writing it, @anthonymoser.com. anthonymoser.github.io/writing/ai/h...
Anthony Moser: it had to be said
Open the full discussion →
New AI research Research 10h ago
⚡ 71 h early
AI enclosure scientific commons

AI and The Enclosure of the Scientific Commons

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

““Many observers judge enclosure of the commons to have been theft at a societal scale. This article argues that AI provides precisely the tools needed to enable a previously-infeasible enclosure of the information commons.” arxiv.org/abs/2610.27251”

New AI field signal Analysis 19h ago
⚡ 6 h early
reverse engineer AI wild west essay

‘Reverse-Engineer Anything’ Is the New Wild West of AI

7 experts across 4 network communities independently surfaced this.

7 experts 4 communities 1 sources clustered

“It is the plagiarism machine being used for plagiarism, but also it is random people using AI to take control back over devices, like defunct exercise bikes. Welcome to the wild west of AI: www.404media.co/reverse-engi...”

“'Reverse-engineer anything' is the new Wild West of AI. People are using AI to remove bloatware from their TVs, remove ads from baby monitors, etc. But it's software wave that may contain malware. You're not going to be able to avoid this even if you don't …”

What experts are discussing without an anchoring article

6 experts · 30 publicaciones · 1d ago
Multiple readings Questions & unknowns · 2 Concern & critique · 1 Research & technical analysis · 1
e.w. niedermeyer: AI slop is a supply side game-changer, so it's easy to focus there, but ultimately everything comes down to demand: will the public, in aggregate, be satisfied with slop or demand more? skeptics ha…
e.w. niedermeyer: covering cars you have to separate your personal taste from what the market demands, and that's hard when it comes down to something like slop restaurant menus... I find them viscerally off-putting…
Open the thread →
5 experts · 26 publicaciones · 20h ago
Multiple readings Questions & unknowns · 2 Concern & critique · 1 Research & technical analysis · 1
Clément Canonne: Of all the possibles takes on the claimed refutation of the Exponential Time Hypothesis, "it isn't a practical algorithm" is maybe the worst.
Clément Canonne: Just to be clear: there are many valid criticisms to make! But the fact that "the constant in the O(.) is big" is absurd. What's next, "most of maths is useless because real numbers don't actually …
Open the thread →
6 experts · 16 publicaciones · 1d ago
Multiple readings Concern & critique · 2 Research & technical analysis · 1 Questions & unknowns · 1
Matt Darling: Just like @liberalcurrents.com tbh.
Luke Stark: the thing i come back to, over and over--which stuff like LOWER DECKS got, and so much other latter-day trek has forgotten--is that the whole idea of trek is that they exist in a genuinely horrifyi…
Open the thread →