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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Showing signals surfaced by Emily M. Bender ×

The developments commanding sustained expert attention

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

New AI research Analysis 1h ago
⚡ 345 h early
Leiden Declaration AI and mathematics

Leiden Declaration on Artificial Intelligence and Mathematics

15 experts across 5 network communities independently surfaced this.

15 experts 5 communities 1 sources clustered

“Do read the whole thing, think about your personal and professional values, and how they can serve as strong grounds for resistance and refusal. leidendeclaration.ai”

“This declaration by mathematicians which I saw him signing was actually pretty good. I was surprised that he signed it. leidendeclaration.ai”

New AI field signal Analysis 3h ago
⚡ 6 h early
essay how to talk AI

How to talk about

11 experts across 2 network communities independently surfaced this.

11 experts 2 communities 1 sources clustered

“A good rule of thumb: If the press release (or stenographic news reporting masquerading as journalism) says that an "AI" did something, that's deliberate obfuscation. Software doesn't do anything of its own accord, but folks sure like to talk about it as if…”

“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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New Safety & security Signal 5h ago

665m crypto war chest roils ai safety fight

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“Guys, this is Bernie Sanders' guy for all things AI. Max Tegmark of the Future of Life Institute, funded to the tune of $665m by crypto billionaires, that's of course, after all the Muskrat + friends' money. Their "seed funding" was from Musk. 🧵 www.politic…”

Developing Culture, work & education Signal 1d ago

The real ai jobs apocalypse

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“Chatted with @bcmerchant.bsky.social about what "AI" is doing to workers, the loss of dignity on the job, and the work we're doing at @dairinstitute.bsky.social's Luddite Lab. Despite the grim outlook, chatting with Brian is always a delight. www.bloodinthe…”

““The real AI jobs apocalypse - by Brian Merchant” https://www.bloodinthemachine.com/p/the-real-ai-jobs-apocalypse > But instead of replacing tens of millions of workers, it’s mostly making them miserable.”

Established Responsible AI Analysis 8d ago
⚡ 16 h early
AI ethics discourse problems essay

Six Problems With Talking About the “Ethical” or “Responsible” Use of “AI”

5 experts across 2 network communities independently surfaced this.

5 experts 2 communities 1 sources clustered

“New on the MAIHT3k newsletter -- how to move away from the untenable, uncomfortable middle ground and towards firm "AI" resistance. buttondown.com/maiht3k/arch... w/ @deccamuldowney.bsky.social”

“New on the Mystery AI Hype Theater 3000 newsletter: @emilymbender.bsky.social and @deccamuldowney.bsky.social on what we're talking about when we talk about "ethical" "AI", and how to move away from the untenable middle ground and towards firm "AI" resistan…”

Developing AI field signal Analysis 2d ago
Mystery AI Hype Theater podcast

Working 9 to Hype, 2026.08.10 - Mystery AI Hype Theater 3000

4 experts are actively discussing the implications.

4 experts 1 community 1 sources clustered

“Mystery AI Hype Theater 3000, Ep 84, in which @alexhanna.bsky.social and I explore the gulf between what the tech companies say the impact of "AI" on labor is and what they are actually doing with their mathy maths: www.buzzsprout.com/2126417/epis...”

“Full episode: www.buzzsprout.com/2126417/epis...”

4 experts discussed this · 9 posts
Alex Hanna: “AI assisted” autism screening?? 🤦🏽 From Mystery AI Hype Theater 3000’s latest episode “Working 9 to Hype”. (with @emilymbender.bsky.social)
Alex Hanna: Full episode: www.buzzsprout.com/2126417/epis...
Emily M. Bender: “AI assisted” autism screening?? 🤦🏽 From Mystery AI Hype Theater 3000’s latest episode “Working 9 to Hype”. (with @emilymbender.bsky.social)
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Established Culture, work & education Analysis 14d ago
⚡ 5 h early
AI illusions understanding scientific research Nature

Artificial intelligence and illusions of understanding in scientific research - Nature

2 experts are actively discussing the implications.

2 experts 2 communities 1 sources clustered

“I follow @mjcrockett.bsky.social and @lmesseri.bsky.social in believing science (and in fact all scholarship) to be an essentially human activity. (@alexhanna.bsky.social and I write about this in The AI Con, too.) www.nature.com/articles/s41... >>”

2 experts discussed this · 13 posts
Emily M. Bender: A beautiful essay indeed, and great jumping off point for people across all fields of scholarship to reflect on what it is we are doing and why. A short thread >>
Emily M. Bender: I follow @mjcrockett.bsky.social and @lmesseri.bsky.social in believing science (and in fact all scholarship) to be an essentially human activity. (@alexhanna.bsky.social and I write about this in …
Abstract Tesseract: A beautiful essay indeed, and great jumping off point for people across all fields of scholarship to reflect on what it is we are doing and why. A short thread >>
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Established AI field signal Signal 12d ago

2026 Washington State Book Award Finalists Announced! – Washington Center for the Book

2 experts are actively discussing the implications.

2 experts 2 communities 1 sources clustered

“Very proud that The AI Con is a finalist for the 2026 Washington State Book Award (General Nonfiction/Biography) washingtoncenterforthebook.org/2026-washing... w/@alexhanna.bsky.social”

2 experts discussed this · 3 posts
Emily M. Bender: Very proud that The AI Con is a finalist for the 2026 Washington State Book Award (General Nonfiction/Biography) washingtoncenterforthebook.org/2026-washing... w/@alexhanna.bsky.social
Emily M. Bender: Thank you!
Baldur Bjarnason: Very proud that The AI Con is a finalist for the 2026 Washington State Book Award (General Nonfiction/Biography) washingtoncenterforthebook.org/2026-washing... w/@alexhanna.bsky.social
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Established AI field signal Analysis 14d ago
⚡ 774 h early
ghost in machine AI healthcare essay

Ghost in the Machine

3 directory members surfaced this signal.

3 experts 1 community 1 sources clustered

“My reply: Not everyone who disagrees with me, but people who are loudly aligning themselves with a fascist project. That opinion isn't knee-jerk either, but rather deeply informed. Some good starting points for learning more: @ghostdoc2026.bsky.social notai…”

“Everyone should watch this: notaidoc.com”

Established AI field signal Signal 17d ago

faculty.washington.edu

5 experts are actively discussing the implications.

1 expert 1 community 1 sources clustered

“Also no. See: faculty.washington.edu/ebender/pape...”

5 experts discussed this · 41 posts
Emily M. Bender: This sign is a great example for helping to explain why chatbots present such a potent illusion. A probably not short thread 🧵>>
Emily M. Bender: A point I frequently make when talking about chatbots is that their output only seems to make sense because we are making sense of it. And worse, we can only do that sense-making by projecting a mi…
Emily M. Bender: While you might think that understanding something someone wrote is simply a matter of unpacking the meaning (or message) they packed into the words, in fact what we do is much cooler and more invo…
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What experts are discussing without an anchoring article

3 experts · 6 posts · 8h ago
Paris Marx: nice to see taylor take off the mask and show she’s a complete stooge for the tech industry. if you’re as ai-pilled as she is, you need to minimize the threat posed by the hyperscale data centers t…
Paris Marx: it’s ridiculous to suggest data centers are just bad when they’re powered by natural gas, as if the industry isn’t fuelling a massive boom in new gas plants making emissions reductions basically im…
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