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.

2,397 searchable experts 4,280 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.

Showing signals surfaced by Woodrow Hartzog ×

The developments commanding sustained expert attention

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

Accelerating AI field signal Signal 10h ago

Ai silicon valley

7 experts across 2 network communities independently surfaced this.

7 experts 2 communities 1 sources clustered
Established Policy & governance Development 17d ago
⚡ 11 h early
Flock AI police surveillance tool

Flock Has a Powerful New AI Tool for Police. We Got Its Code

11 experts across 3 network communities independently surfaced this.

11 experts 3 communities 1 sources clustered

“Flock really is building/has built the infrastructure for authoritarianism. The massive pushback they are experiencing right now is because people recognize this fact. www.wired.com/story/flock-...”

“A few other embeds in this story - Explore a full list of Flock's preloaded AI prompts by category. - See a teardown of what police tools get accessed when a prompts is used. www.wired.com/story/flock-...”

2 experts discussed this · 11 posts
dell cameron: NEW: Flock has said for years that its cameras "cannot track individuals." We found the code for its new AI tool. It's preloaded w/ prompts like "Find me witness" & "find relatives." One tracks vis…
Eileen Clancy 🧿: NEW: Flock has said for years that its cameras "cannot track individuals." We found the code for its new AI tool. It's preloaded w/ prompts like "Find me witness" & "find relatives." One tracks vis…
Eileen Clancy 🧿: Awesome work! It's very good that @dmehro.bsky.social came back! :) You're a great team!
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New AI field signal Signal 9h ago

papers.ssrn.com

4 experts across 2 network communities independently surfaced this.

4 experts 2 communities 1 sources clustered
Developing Policy & governance Resource 1d ago
⚡ 8 h early
Berkeley Law AI policy resource

Artificial Intelligence Policy

5 experts across 3 network communities independently surfaced this.

5 experts 3 communities 1 sources clustered
How the network is reacting 2 experts are emphasizing policy & governance.
Shared emphasis

Policy & governance

2 experts

Rules, institutions and accountability.

“UC Berkeley Law's new AI policy seems close to this. "This policy...[forbids the use of AI] to conceptualize, outline, draft, revise, and edit their work...for credit. It also forbids using AI to translate work [and] in any exam situation." www.law.berkeley…”

4 experts discussed this · 9 posts
Jane Rosenzweig: Every time I read a university leader saying that trying to create spaces where AI is not used is a way of pretending it doesn't exist, I wonder what benefit there is to drawing this false line. Wh…
Jane Rosenzweig: If one of my students wrote this piece, I would ask for evidence that the places named--Chicago and Berkeley--are pretending AI doesn't exist or trying to make it go away. This is the Berkeley poli…
Jane Rosenzweig: Would be great to stop having this debate and instead really dig into what should go in the curriculum, with or without AI, so that we can meet this moment in a way other than trying to hang on to …
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Developing Culture, work & education Development 1d ago
⚡ 4 h early
Cocomelon studio mandates AI experimentation

Cocomelon's Studio Tells Its Artists to Start Experimenting With AI

6 experts across 2 network communities independently surfaced this.

6 experts 2 communities 1 sources clustered

“Moonbug Entertainment, which makes Cocomelon, Blippi, and other popular content for children, says it will begin using AI but will always have a 'human in the loop.' www.404media.co/cocomelons-s...”

“New: the studio behind Cocomelon is telling its artists to start using AI, according to documents seen by 404 Media. Moonbug, the studio that makes Cocomelon, one of the most important children's entertainment studios on the planet www.404media.co/cocomelon…”

Established AI field signal Signal 17d ago
⚡ 6 h early

Subtlefakes: Slightly Altered Nonconsensual AI Images Are Taking Over X

6 experts across 4 network communities independently surfaced this.

6 experts 4 communities 1 sources clustered
Established AI field signal Development 18d ago
⚡ 3 h early
Meta glasses school harassment

Teen Boys Are Using Meta Glasses to Harass and Bully Girls at High Schools and Middle Schools

7 experts across 3 network communities independently surfaced this.

7 experts 3 communities 1 sources clustered

“If you build a tool that makes it easy to spy on and harass people, that's exactly what people will use it for. This is all by design. futurism.com/artificial-i...”

“Today in unsurprising but depressing news: "every single one of the many smart glasses videos we found were captured by teen boys — and their bad behavior was overwhelmingly directed at girls." futurism.com/artificial-i...”

2 experts discussed this · 16 posts
Maggie Harrison Dupré: NEW: Teen boys are using smart glasses — mainly Meta's AI Glasses — to film themselves harassing classmates at school, following girls around and "rizzing" them or "ragebaiting" them w/ insults. In…
Maggie Harrison Dupré: We found dozens of videos shared by teens using smart glasses to record content at middle and high schools. Some of these videos are "Come With Me" or "Day in My Life" -style influencer content. Ki…
Hypervisible : NEW: Teen boys are using smart glasses — mainly Meta's AI Glasses — to film themselves harassing classmates at school, following girls around and "rizzing" them or "ragebaiting" them w/ insults. In…
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Established Culture, work & education Development 6d ago
⚡ 8 h early
Alpha School AI Chicago launch

Alpha School wants AI to teach a billion kids. Should it?

5 experts across 3 network communities independently surfaced this.

5 experts 3 communities 1 sources clustered

“The most Betteridge’s Law headline to ever do it”

“Oh so you really know jack shit about kids, pedagogy, education… www.scientificamerican.com/article/alph...”

6 experts discussed this · 29 posts
Hypervisible : Oh so you really know jack shit about kids, pedagogy, education… www.scientificamerican.com/article/alph...
Hypervisible : This is so offensive I’m kinda speechless.
Hypervisible : Now Carl will tell us how schools are like McDonald’s 🤦🏿‍♂️
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Established Culture, work & education Analysis 18d ago
⚡ 13 h early
NYT opinion never write with AI

Opinion | I’m Begging You: Never Write With A.I.

5 experts across 2 network communities independently surfaced this.

5 experts 2 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Concern & critique

2 experts

Risks, limits and unintended consequences.

“As LLM text “becomes ubiquitous, it undermines not only our individual ability to write but also a society’s collective ability to reason, a culture’s inner capacity to create and everyone’s reason to care.” www.nytimes.com/2026/08/04/o...”

Questions & unknowns

1 expert

What remains unresolved or contested.

“"The link between broad-based literacy and the rise of democracy is well known:…What happens when the process goes into reverse? When people lack the patience to absorb arguments…[or] the ability to contradict those arguments because they’ve never honed..th…”

Established Culture, work & education Development 14d ago
⚡ 3 h early
Springfield AI classroom pilot union fight

Springfield is piloting an AI-driven classroom. The teachers' union is trying to stop it

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“The danger of this model is not so much for kids whose parents can spend $50,000 a year on Alpha School. The bigger problem is when this “ai school” gets foisted on kids whose parents cannot buy their way out of the fact that their kids got a shitty education.”

Established AI field signal Signal 16d ago
⚡ 31 h early

Meta glasses are a workplace menace

3 directory members surfaced this signal.

3 experts 1 community 1 sources clustered

“AI-powered smart glasses exacerbate power imbalances in the workplace, especially for service and retail workers. It's "part of a larger story about the way in which being an employee means taking on increased suffering as part of the job,” says @hartzog.bs…”

Established Culture, work & education Analysis 16d ago
⚡ 6 h early
right to refuse AI chatbot higher education essay

Grounding the right to refuse AI chatbot use in higher education - AI and Ethics

3 directory members surfaced this signal.

3 experts 1 community 1 sources clustered

“"The premise underlying this paper is that no person or institution should coerce a student, researcher or instructor to use AI chatbots to complete academic tasks." ht: Dagmar Monett”

Established AI field signal Analysis 7d ago
Kate Crawford AI slop metabolic logic essay

Intensification - Kate Crawford - Eating the Future: The Metabolic Logic of AI Slop

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered
How the network is reacting 2 experts are emphasizing research & technical analysis.
Shared emphasis

Research & technical analysis

2 experts

Evidence, methods and technical implications.

“An ouroboros of garbage. Kate Crawford has a great piece on this: "The Metabolic Logic of AI Slop": www.e-flux.com/architecture...”

What experts are discussing without an anchoring article