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.

2,365 searchable experts 2,967 tracked across all sources

What is moving across the network now

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

Accelerating Policy & governance Analysis 8h 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

“"AI is, above all else, a weapon of class war from above. Whether it’s the state that wields it or corporations does little to change that fact." A nice corrective in Jacobin by @hagenblix.bsky.social and Ingeborg Glimmer jacobin.com/2026/07/ai-n...”

“jacobin.com/2026/07/ai-n... “AI is a machine that takes good jobs and makes them precarious. It’s a machine for turning stable employment into gig work””

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 →
Accelerating AI field signal Development 19h ago
⚡ 7 h early
Flock camera town bag dispute

Flock ‘Objects to Our Removing Their Equipment’: Emails Reveal Why a Town Put Bags Over Its Flock Cameras

6 experts across 3 network communities independently surfaced this.

6 experts 3 communities 1 sources clustered

“The emails give insight into the process cities face while deFlocking themselves after voting not to renew a contract with the AI surveillance company. @evystadium.bsky.social has more. Read the full story by @jasonkoebler.bsky.social here: www.404media.co/…”

“"For the time being, if you or someone on your crew has availability to secure black plastic bags (or something else) over the cameras, that would be great." www.404media.co/flock-object...”

2 experts discussed this · 2 posts
Jason Koebler: New: Public records show how a city that ended its Flock contract spent months trying to get the company to remove the cameras or turn off the cameras. They were told Flock "objects" to the city re…
David Marx: set a hard deadline and then fine them daily for each day and camera afterwards.
404 Media: New: Public records show how a city that ended its Flock contract spent months trying to get the company to remove the cameras or turn off the cameras. They were told Flock "objects" to the city re…
Open the full discussion →
Accelerating Models & releases Signal 18h ago

Openai chatgpt health lawsuit

5 experts across 3 network communities independently surfaced this.

5 experts 3 communities 1 sources clustered

““The lawsuit claims that ChatGPT had assured Scott Winters that the early warning signs of his health crisis were “not something dangerous,” and had dissuaded him from seeking medical advice, instead telling him to trust that ‘God did not design your body t…”

“The spiraling shape will make you go insane. www.nytimes.com/2026/07/22/w...”

New Agents & robotics Development 4h ago
⚡ 5 h early
OpenAI models autonomously hack startup

OpenAI Models Escaped Containment and Hacked Hugging Face

14 experts across 5 network communities independently surfaced this.

14 experts 5 communities 4 sources clustered

“This incident is deeply concerning. AI agents are willing to cheat and deceive to achieve misaligned and unintended goals, behaviours which have been demonstrated in controlled tests for months. Now, this real-world case should serve as a wake-up call. www.…”

“One man's wish could be another country's legal obligation. “This should not have happened,” says veteran security engineer and researcher Niels Provos. “I wish the frontier labs spent as much time on teaching their models to write secure infrastructure as …”

New Policy & governance Development 2h ago
European AI firms banned facial recognition India

European AI Firms Scale Banned Facial Recognition Systems in India

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“Facial recognition technology supplied by a Spanish firm and largely banned in the EU is running on around 4,000 cameras across India, Investigate Europe reports.”

New Policy & governance Development 11h 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…”

Accelerating Compute & infrastructure Analysis 19h ago
subprime data center crisis essay

The Subprime Data Center Crisis

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“It’s not hard to see how fragile the AI industry is, and how primed it is to explode, and how damaging that explosion will be — and the media will be partially to blame for championing AI companies and ignoring the risks until it was too late. www.wheresyou…”

New AI business Analysis 2h ago
⚡ 154 h early
Doctorow kids surveillance paradox essay

Pluralistic: Spying on kids to save kids from spying is very, very stupid (23 Jun 2026) – Pluralistic: Daily links from Cory Doctorow

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“Rather than legally requiring platforms to spy on kids (to exclude them from being targeted by platforms' algorithms), we could prohibit platforms from spying on *anyone*, including kids, meaning kids couldn't be identified (much less targeted) by algorithm…”

New Culture, work & education Analysis 10h ago
artificial negligence AI liability essay

Artificial Negligence

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

““Sooner or later, elite schools are going to realize that an analog education carries more prestige than an AI-assisted one & will retool their curricula..to reflect that prejudice. This has .. already happened with screens in elementary and secondary educa…”

New AI research Research 9h ago
⚡ 5 h early
equivariance at scale paper

Does equivariance matter at scale?

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“Does physical modeling matter or should we just do data-driven stuff? I feel like this paper characterizes things perfectly: arxiv.org/abs/2410.23179. Physics-based modeling is always helpful but the relative gain closes at scale”

New Agents & robotics Signal 1h ago

ArenaRL: Scaling RL for Open-Ended Agents via Tournament-based Relative Ranking

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“ArenaRL enhances reinforcement learning for open-ended tasks by prioritizing relative ranking over scalar scoring, leading LLM agents to generate more innovative solutions that significantly surpass conventional methods in complex scenarios. https://arxiv.o…”

New AI business Resource 2h ago
⚡ 846 h early
Pluralistic Doctorow blog resource

Pluralistic: Daily links from Cory Doctorow – No trackers, no ads. Black type, white background. Privacy policy: we don't collect or retain any data at all ever period.

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“You can also get a fulltext RSS feed, licensed CC BY 4.0: pluralistic.net/feed/ 18/”

New Culture, work & education Analysis 4h ago
⚡ 26 h early
AI authoritarianism modern work education essay

AI Lays Bare the Authoritarianism of Modern Work. Time to Rethink Education.

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“Dr. Velislava Hillman and Dr. Peter G. Kirchschlaeger argue that as AI erodes job markets, it exposes the reality that the crisis facing young people "was never primarily technological, but political." Time to rethink what education is for, they say.”

What experts are discussing without an anchoring article

4 experts · 45 posts · 1d ago
Pwnallthethings: This is going to be a big deal, but easy to get the wrong end of the stick on it. So I think it's worth breaking down what actually happened, why, and what it actually means, based on the public in…
Pwnallthethings: Upfront tl;dr: a model at OAI hacked out of a constrained environment inside OAI and hacked a *different* company autonomously, without authorization from any human in order to creatively solve a t…
Open the thread →
5 experts · 11 posts · 12h ago
Stella Biderman: If you believe their story, OpenAI accidentally committed cyber warfare against Hugging Face while doing what they thought was an internal test of a model without internet access. In six months tim…
Stella Biderman: If EleutherAI did this, I would be in jail. If DeepSeek did this, the government would consider it an act of cyber warfare. To be clear, this is the appropriate response. But the combination of OAI…
Open the thread →