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.

Showing signals surfaced by Jane Rosenzweig ×

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 10d 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."
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Established Agents & robotics Development 11d 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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Developing Models & releases Resource 1d ago
⚡ 1175 h early
Anthropic Claude Constitution resource

Claude’s Constitution

3 experts across 3 network communities independently surfaced this.

3 experts 3 communities 1 sources clustered

“Well, apart from the elaborate "constitution" they've developed for Claude, you mean. www.anthropic.com/constitution”

“Claude's Constitution is now an audiobook, read by two of its authors, Amanda Askell and Joe Carlsmith. It includes a Q&A on the writing process, the philosophies that shaped the document, and how it might change as models become more capable. Listen at htt…”

2 experts discussed this · 10 posts
Colin: One thing I find interesting about Anthropic’s apparent willingness to have Claude make these kinds of refusals is once you open the door to the possibility of software that refuses certain tasks o…
Colin: I think most software providers would like to say, we’re just making the tool, what you do with it is your business. Partly purely ideological tech libertarianism but part is a self-interested ques…
Colin: What’s funny and unique about Anthropic, I think, is they really think Claude is real and are simply letting him decide what he does and doesn’t want to do.
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Established AI business Signal 18d ago
⚡ 52 h early

Ai medical scribes doctors

3 experts across 3 network communities independently surfaced this.

3 experts 3 communities 1 sources clustered
Established AI field signal Signal 20d ago
⚡ 51 h early

My students hate ai but they cant stop using it

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“From a piece I built out of a Bluesky thread for The Chronicle of Higher Education: www.chronicle.com/article/my-s...”

“this piece by @jeffsharlet.bsky.social about what his students have said about AI, why they're using it, and what they think about it. "Nobody used the term “arms race,” but that’s what they described: enormous pressure to use AI or fall behind those who ar…”

Established AI field signal Signal 20d ago

The ivy league cheating scandal no one wants to talk about

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“Here are two stories worth reading together. In the first one, a Brown University professor found that most of his students used AI on a take-home exam. This is a story about AI use that fits the framework of academic honesty we had before AI: students just…”

Established AI field signal Analysis 15d ago
⚡ 6 h early
Brookings AI productivity generational expertise essay

Borrowed expertise: Why AI’s productivity boom may not survive the generation that built it | Brookings

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“This is it, for the classroom too: What changes when junior employees or students use AI for things we learned how to do ourselves "is invisible until it isn’t, and by the time it isn’t, it is too late." www.brookings.edu/articles/bor...”

What experts are discussing without an anchoring article

2 experts · 5 posts · 7d ago
Jane Rosenzweig: "You don't need to experience anything that might give you joy or unexpectedly make your child laugh" but there is still no AI that will do the laundry for you while you tell your kids a story.
Charles Logan: As we all know, writing is for losers and nobody’s achieving unicorn status with something as humdrum as solving a centuries-long gendered labor issue like laundry, so better to turn over your imag…
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