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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The questions experts are actively pulling apart

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

Established Agents & robotics Development 5d 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

“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.”

“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…”

3 experts discussed this · 24 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 5d 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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What experts are discussing without an anchoring article

2 experts · 18 posts · 9d ago
Charles Logan: I know what I’m doing with my kids this weekend! (Also, websites like this one and the creativity and learning they might support are one other reason a contextless metric like “screen time” is an …
Olivia Guest: I know what I’m doing with my kids this weekend! (Also, websites like this one and the creativity and learning they might support are one other reason a contextless metric like “screen time” is an …
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2 experts · 5 posts · 1d 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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