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
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What is moving across the network now

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

New Policy & governance Development 18h 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…”

New Policy & governance Development 8h ago
⚡ 195 h early
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 AI field signal Signal 5h ago
⚡ 487 h early

Stochastic Flocks and the Critical Problem of 'Useful' AI

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“Returning to this thread after a busy week, now that I've had time to read your "stochastic flocks" piece. Link here, just in case anyone else is following: www.techpolicy.press/stochastic-f... >>”

“This article managed to annoy all sides, but there are good technical explanations of why this kind of system would be capable of finding vulnerabilities & writing functional code. Rigorous critiques of AI are systemic, it holds up even when it “does things…”

New AI field signal Signal 3h ago

What Data Was Your AI Trained On? xAI Doesn't Want You To Know

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Tyler Whitmer & Ben Rashkovich of LASST explain xAI's suit against California's AB 2013, a law requiring AI developers to publish general documentation of their training datasets—what they call the functional equivalent of an ingredient label.”

New Culture, work & education Analysis 17h 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 Policy & governance Analysis 14h 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 →
New Models & releases Analysis 18m ago

The Real Lesson of OpenAI's 'Rogue' Agent Isn't Alignment

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“For decades we regarded the Internet as infrastructure used primarily by people. Following the OpenAI/Hugging Face incident, Konstantinos Komaitis argues AI agents challenge that assumption—and AI governance can no longer stay separate from Internet governa…”

New Policy & governance Analysis 6h ago
UN global dialogue AI lacks governance North Star

The Internet Had a North Star. The UN’s Global Dialogue Made Clear AI Doesn't.

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Geneva was a mirror, writes Konstantinos Komaitis: a world that knows AI can't be governed alone but "lacks the courage to decide what governing together is actually meant to achieve." Until AI has a North Star, every UN dialogue just manages disagreement.”

New AI research Development 5h ago
China regulates AI relationships

China is trying to regulate relationships with AI – can it work? | New Scientist

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“China is trying to regulate how we have relationships with AI over concerns it's affecting society - but will it work? My latest for @newscientist.com www.newscientist.com/article/2580...”

New Culture, work & education Analysis 10h 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.”

New AI business Resource 8h 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 follow these posts as a daily blog at pluralistic.net: no ads, trackers, or data-collection! Here's today's edition: pluralistic.net/2026/07/23/d... 16/”

New AI field signal Signal 3h ago

The World Must Decide How to Govern AI While the Decision Is Still Ours

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“James Görgen finds three absences in the Stanford "We Must Act Now" letter: those responsible for AI's risks, the Global South, and the governance race already underway — from Washington's executive orders to China's new WAICO.”

New Policy & governance Signal 14h ago

Contrastive On-Policy Distillation

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“The Contrastive On-Policy Distillation (COPD) framework improves AI reasoning efficiency, enabling models to learn concise strategies. It contrasts outputs in light and heavy thinking contexts, enhancing performance across nine multimodal benchmarks. https:…”

New Models & releases Research 16h ago
⚡ 20 h early
reasoning fine-tuning latent policy states paper

Reasoning Fine-Tuning Induces Persistent Latent Policy States

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“Abir Harrasse, Michael Lan, Hunar Batra, Fateme Hashemi Chaleshtori, Chaithanya Bandi Reasoning Fine-Tuning Induces Persistent Latent Policy States https://arxiv.org/abs/2607.18532”

“A study reveals that reasoning fine-tuning transforms models by inducing richer latent-policy structures, enhancing multi-step reasoning through improved dynamics. This boost in performance offers fresh insights into how models handle complex reasoning task…”

New Models & releases Development 21h ago
Anthropic 1.5B book piracy settlement

Judge approves a $1.5B Anthropic settlement over pirated books used to train the Claude chatbot

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“The largest copyright infringement payout ever was approved this week. Anthropic will pay $3,000 per work across ~500,000 works ($1.5 billion) to settle claims it illegally downloaded them to train Claude. Ironic given Anthropic’s recent complaints about ot…”

What experts are discussing without an anchoring article

5 experts · 11 posts · 18h 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 →
2 experts · 9 posts · 19h ago
Eugene Vinitsky: Has a chess player ever tried to beat a model by learning to mimic a best response to the model? Doesn‘t seem impossible?
Eugene Vinitsky: It’s obviously uninteresting in the single model case since they presumably have deterministic exploits but maybe there’s a transferable strategy. Platonic hypothesis of chess models or something
Open the thread →
2 experts · 5 posts · 1d ago
Casey Fiesler: A common Q I get on social media is: how do I get into tech/AI ethics as a field/for a job? I would love some help with this! What is some helpful advice here that (a) is not about academia or even…
Casey Fiesler: What kinds of jobs would you point folks to after that?
Open the thread →