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.

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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 Signal 11d ago
⚡ 15 h early

Ai slop books biography amazon

11 experts across 4 network communities independently surfaced this.

11 experts 4 communities 1 sources clustered
3 experts discussed this · 12 posts
Kashmir Hill: Got this text a couple months. Had to investigate it. www.nytimes.com/2026/07/16/t...
Salomé Viljoen: Got this text a couple months. Had to investigate it. www.nytimes.com/2026/07/16/t...
Kashmir Hill: To quote myself... "My biography was no 'Fifty Shades.' The only punishing part was reading it."
Open the full discussion →
Established Agents & robotics Development 12d ago
⚡ 19 h early
Rural NY school humanoid robot teacher

Rural NY School To Launch Humanoid Robot Teacher

12 experts across 4 network communities independently surfaced this.

12 experts 4 communities 1 sources clustered
How the network is reacting Experts are approaching this through 3 distinct lenses.
Multiple readings

Building & implementation

2 experts

How teams are shipping and applying it.

“A rural New York school district has teamed up with a crypto/sex doll company to deploy a "lifelike" robot and avatar teaching assistant in the classroom this fall.”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“As a robotics researcher, learning scientist, and author who has followed Realbotix for years, I'm compelled to do a Bluesky thread on this whole pivot that Realbotix is now trying, turning from humanoid sex robots to classroom "education" robots. Buckle up…”

Opportunity & adoption

1 expert

New capabilities, benefits and practical upside.

“Seriously, this article contains such amazing ridiculousness. What fresh hell is this: "They'll be able to say, 'Hey, I'm student number 1234,' and then the robot will be like, 'Hey, we were talking about this yesterday, do you want to continue that convers…”

4 experts discussed this · 25 posts
Julie Carpenter, PhD: As a robotics researcher, learning scientist, and author who has followed Realbotix for years, I'm compelled to do a Bluesky thread on this whole pivot that Realbotix is now trying, turning from hu…
Julie Carpenter, PhD: This fall, Salamanca City Central School District in rural Western New York is putting a humanoid robot named "Sally" in the classroom. Not a metaphor. A silicone-skinned, seated robot plus an AI a…
Julie Carpenter, PhD: Start with who's being sold this. Salamanca sits entirely within the Seneca Nation reservation. 32% of students are American Indian or Alaska Native. 79% are economically disadvantaged. This is exa…
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Established AI field signal Analysis 9d ago
⚡ 5 h early
Guardian AI consciousness essay

Could AI be conscious?

8 experts across 3 network communities independently surfaced this.

8 experts 3 communities 1 sources clustered

“How about a jet-lagged live posting while I read? Trying to read this because I keep getting tagged in posts about it, but the first paragraph already contains synthetic text (a quote from Claude). I will skip that bit and persevere... www.theguardian.com/t…”

“Starts with asking Claude if it’s a “moral patient” and goes downhill from there.”

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
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Developing Compute & infrastructure Signal 1d ago
⚡ 4 h early

Data centers environment ai

5 experts across 3 network communities independently surfaced this.

5 experts 3 communities 1 sources clustered

“Number of times Boxtown is mentioned in this essay: 0.”

“I don't think that you can (or should) write about this subject without heavily emphasizing the fact the people in charge of how this technology evolves enthusiastically supported fascists who dismantled much of the federal regulatory and public protection …”

3 experts discussed this · 5 posts
Hypervisible : Number of times Boxtown is mentioned in this essay: 0.
Alondra Nelson: Number of times Boxtown is mentioned in this essay: 0.
J. Nathan Matias: Number of cited experts in public health or the emissions from datacenters in the essay: 0
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New Models & releases Research 19h ago
⚡ 6 h early
proprietary LLMs impede science reproducibility

Proprietary LLMs impede scientific transparency and reproducibility - Nature Reviews Psychology

3 experts across 3 network communities independently surfaced this.

3 experts 3 communities 1 sources clustered

“In "Proprietary LLMs impede scientific transparency and reproducibility," @killianmcloughlin.bsky.social, Alexis Palmer, @mjcrockett.bsky.social and I explain how the rush for LLMs in social science is destabilizing scientific reliability www.nature.com/art…”

Established AI field signal Development 4d 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

“After they decided not to continue their Flock contract, emails that 404 Media obtained show how this town in Wisconsin struggled to get their Flock cameras physically removed. www.404media.co/flock-object...”

“"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 →
Established AI field signal Development 17d ago
⚡ 4 h early
Companies throttle employee AI spending

Companies Are Throttling Employees’ AI Use Because It’s Too Expensive

7 experts across 4 network communities independently surfaced this.

7 experts 4 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.

““Crazy, we go from no more [AI] leaderboard to actual usage limits in two weeks,” one Amazon employee said in a reply on Slack. www.404media.co/companies-ar...”

Policy & governance

1 expert

Rules, institutions and accountability.

““Companies across tech, entertainment, banking, and many other industries are throttling their employees’ use of AI and pleading with workers to use less powerful models to stop AI costs from spiraling out of control…””

Developing Vision & synthetic media Signal 1d ago
⚡ 6 h early

Hugging Face Has a Deepfake Nudes Problem

4 experts across 4 network communities independently surfaced this.

4 experts 4 communities 1 sources clustered

“New: Hugging Face has a widespread problem with nonconsensual deepfakes, including multiple AI models that undress or create sexual images. Researchers even created their own tool on the platform and tracked 1,000 prompts over a week. 73% of the prompts the…”

Established Models & releases Signal 7d ago
⚡ 83 h early

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...”

Established AI field signal Analysis 7d ago
⚡ 7 h early
AI surveillance chills society essay

AI surveillance is being supercharged – and it will chill social progress | Bruce Schneier and Jon Penney

5 experts across 3 network communities independently surfaced this.

5 experts 3 communities 1 sources clustered

“www.theguardian.com/commentisfre...”

““In the near future, surveillance systems will be able to track everything we do in public, and much of what we do in private.” - from a great op-ed by Bruce Schneier and Jon Penney www.theguardian.com/commentisfre...”

Established AI field signal Analysis 11d ago
⚡ 6 h early
essay how to talk AI

How to talk about

9 experts across 2 network communities independently surfaced this.

9 experts 2 communities 1 sources clustered

“For ideas on how to do that, see: buttondown.com/maiht3k/arch... /fin”

“Instead of railing against the latest “I asked Claude” article in a mainstream publication, I’ll just post this.”

2 experts discussed this · 16 posts
Emily M. Bender: So many conversations where otherwise serious people throw around the term "AI" without defining it, despite it being notoriously ill-defined. Thinking about why this might be >>
Emily M. Bender: In some cases, no doubt, the speaker fully believes that autonomous thinking machines are among us. (Though I said "otherwise serious people" in the prev post, so.) >>
Emily M. Bender: In other cases, I suspect that people feel like they lack the expertise to call bullshit and are repeating what they hear others say. >>
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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 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 18d 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 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.””

Developing AI field signal Signal 1d ago
⚡ 2 h early

The ai future is for everyone a0c24e20

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“Don’t read this, but if you do, substitute “imaginary little buddy” for every instance of the word “superintelligence” and it will make more sense .”

“Another day, another tech ceo needs to share his prediction about the future with us which is actually a really bad PR for their products. It's written so badly but with the confidence of a tech ceo douche, as usual. But let me just share 2 ridiculous parag…”

What experts are discussing without an anchoring article

4 experts · 10 posts · 12d ago
Christopher Mims: This morning my AI powered fitness band was like “why don’t you go for a run??” and I was like “actually dangerous air quality” and it was like “good decision!!” Anyway do not take health advice fr…
Hypervisible : This morning my AI powered fitness band was like “why don’t you go for a run??” and I was like “actually dangerous air quality” and it was like “good decision!!” Anyway do not take health advice fr…
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3 experts · 8 posts · 16d ago
Hagen Blix: Pretty unfathomable that Bernie Sanders' plan about AI, right now, is to basically be like "let's give it to the president"
Hypervisible : Pretty unfathomable that Bernie Sanders' plan about AI, right now, is to basically be like "let's give it to the president"
Open the thread →