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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Showing signals surfaced by Neil Turkewitz ×

The developments commanding sustained expert attention

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

Established Culture, work & education Analysis 4d ago
⚡ 9 h early
NYT essay AI won't steal jobs

Opinion | Why A.I. Won’t Steal All Our Jobs - The New York Times

12 experts across 4 network communities independently surfaced this.

12 experts 4 communities 1 sources clustered

“Out of curiosity I had Fable write a response to the article about the weaknesses of LLMs: www.nytimes.com/2026/06/30/o... It's uh, pretty good. claude.ai/code/artifac...”

“usually a fan of Zeynep's accounts, but AI will get better and better at customer service until it's at least as good as humans, … a big part of that will be systems engineering, including architectures that enable one AI interaction to share with the next …”

10 experts discussed this · 51 posts
Eugene Vinitsky: Out of curiosity I had Fable write a response to the article about the weaknesses of LLMs: www.nytimes.com/2026/06/30/o... It's uh, pretty good. claude.ai/code/artifac...
Eugene Vinitsky: The only prompting was to tell the model that it was possible to check that links were correct
Ted Underwood: Out of curiosity I had Fable write a response to the article about the weaknesses of LLMs: www.nytimes.com/2026/06/30/o... It's uh, pretty good. claude.ai/code/artifac...
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Developing AI field signal Development 2d ago
⚡ 6 h early
AI companies buy old books

AI Companies Are Buying Tons of Old Books Because They're Free of AI Slop

11 experts across 3 network communities independently surfaced this.

11 experts 3 communities 1 sources clustered

“ISBNdb, a company that sources printed books for AI companies to turn into training data, tells clients “the optics problem is real.””

“New from 404 Media: a company is selling tons of old books specifically to AI companies and says they have a strong NDA to never reveal which AI company bought all of the books. They don't want headlines of 'we scanned and destroyed millions of books for AI…”

2 experts discussed this · 2 posts
Emanuel Maiberg: companies are sourcing millions of printed books for AI labs that scan them for training data, then destroy them. printed books are more valuable because they're free of AI slop, and AI labs know d…
Meredith Broussard: companies are sourcing millions of printed books for AI labs that scan them for training data, then destroy them. printed books are more valuable because they're free of AI slop, and AI labs know d…
Neil Turkewitz: How do you spell TRAGEDY?
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Established AI field signal Development 7d ago
⚡ 2 h early
Suno AI music scraping revealed hack

Hack Reveals Suno AI Music Generator Scraped YouTube, Deezer, and Genius

9 experts across 4 network communities independently surfaced this.

9 experts 4 communities 1 sources clustered

“Hack reveals that Suno (AI music generator) was trained on copyrighted music www.404media.co/hack-reveals...”

“The lawsuits have made clear that Suno did train on huge amounts of copyrighted works, but the hacked data shared with 404 Media sheds more light on how Suno scraped songs from the internet and where it took them from. @jasonkoebler.bsky.social reports. Rea…”

2 experts discussed this · 25 posts
Jason Koebler: Scoop: The AI music generator Suno was hacked. Hacker shared source code that shows how the tool was made and part of the music and podcasts that were scraped to create it. Decades worth of music, …
Jason Koebler: Suno also scraped episodes from roughly 420,000 different podcasts, which was at least ~1 million hours of audio. They had code that specifically sought acapella versions of songs on YouTube for vo…
Jason Koebler: Customer emails/phone numbers & Stripe payment details were also hacked; no one was ever notified because the company deemed it wasn't important to
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Established AI field signal Analysis 3d ago
⚡ 6 h early
AI opt-out user burden essay

Please Stop Making Me Opt Out of AI

5 experts across 2 network communities independently surfaced this.

5 experts 2 communities 1 sources clustered

“"When a company chooses to opt you into an AI feature, they are making decisions with real-world consequences," @thiccreese.bsky.social writes. If a company "opts millions of users into a deepfake tool, then a world filled w even more deepfakes becomes more…”

““If a company automatically opts millions of users into a deepfake tool, then a world filled with even more deepfakes becomes more possible. And that's a reality I’d love to opt out of.” My latest for @wired.com: www.wired.com/story/please...”

New AI field signal Signal 1h ago

AICDI Bonta Amicus%20No%2026

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“CA Bill 2013 requires a developer of a genAI system to post a high-level summary of the datasets it used for training. xAI argues that the Constitution forbids California from requiring such disclosures. This excellent amicus brief from the AI Coalition for…”

Established AI field signal Signal 13d ago

Day in the life of the fight against exploitative ai f3d8fea73fcc

4 experts are actively discussing the implications.

2 experts 1 community 1 sources clustered

“The more attenuated one’s relationship is to a particular domain, the more likely they are to believe that AI might be useful in that domain. I wrote a short piece about one time I referenced AI’s potential as a research assistant, & how @emilymbender.bsky.…”

4 experts discussed this · 51 posts
Olivia Guest: Please consider not saying that some AI models or some statistical models are good, useful, beneficial, whatever else positive, in science if it's not your research area. It's ok not to know things…
Iris van Rooij: Please consider not saying that some AI models or some statistical models are good, useful, beneficial, whatever else positive, in science if it's not your research area. It's ok not to know things…
Olivia Guest: SE is not science, for one. And two, I think it's also really important to understand that arguments against AI do not hinge off factive utility. bsky.app/profile/oliv...
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Established Culture, work & education Analysis 18d ago
Predictive Capital AI alienation essay

Predictive Capital – Roads to terminal alienation, soil to server farm, reason to vibe – CreativeApplications.Net

2 experts are actively discussing the implications.

2 experts 1 community 1 sources clustered

“I think you’ll like this essay by @atomless.bsky.social “Predictive systems only simulate coherence, without, in fact, recognising the user as a subject at all; they do not truly respond to intention or meaning, only to statistical correlation.” 👀 @irisvanr…”

2 experts discussed this · 17 posts
Neil Turkewitz: How is cognition like democracy? “Cognition is not a state, but a collection of capacities.” We are more than the sum of our parts. Our humanity isn’t reducible to data.
Iris van Rooij: How is cognition like democracy? “Cognition is not a state, but a collection of capacities.” We are more than the sum of our parts. Our humanity isn’t reducible to data.
Olivia Guest: you will love dialectics, if you like this way of thinking ☺️
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Established AI business Development 15d ago
⚡ 192 h early
Google AI training fair use stance

Google says AI training is fair use and copyright should be policed on outputs, not inputs - Music Business Worldwide

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“I don’t understand why Wired would give her this opportunity to whitewash her own legacy in contributing to the development of AI in ways that undermine our humanity. For example, as former head of Global Public Policy, she’s well aware of Google’s unsavory…”

Developing AI business Analysis 1d ago
AI bubble Atlantic essay

The AI Bubble Is No Ordinary Bubble

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

““The AI economy is a trillion-dollar ouroboros of buying & selling, investment & equity staking, all happening between San Francisco & San Jose. Big Tech is advancing money to AI start-ups to buy cloud services from Big Tech, which is using the revenue to r…”

Developing AI field signal Analysis 1d ago
musician AI license covenant trap essay

The AI “License” That Isn’t: A Musician’s Checklist for Spotting a Covenant Not to Sue Censorship Trap in Disguise

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Sound advice for anyone considering signing an AI deal. “Technical safeguards-/input filters, output filters, vocal classifiers—are only as good as the consequences for failure… When an AI company presents you with a ‘licensing agreement,’ read it like a li…”

Established Culture, work & education Development 15d ago
OpenAI Chief Futurist departure

OpenAI’s Chief Futurist Is Leaving the Company

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

““OpenAI’s Chief Futurist Is Leaving the Company.” @wired.com should have channeled its inner @theonion.com and added “In a Move That Surprised Everyone, Even Him.””

Established Policy & governance Development 3d ago
Australia PM announces AI national interest policy

AI in Australia's interests

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

““An artist’s creative endeavour is their work and their property. No company should use Australian books, music, art or news to build or train AI without the artist’s control. That includes the artist’s control of the price & value of their work. Anything l…”

What experts are discussing without an anchoring article

5 experts · 8 posts · 12d ago
Eryk Salvaggio: We really must acknowledge that when you see “AI” making half-assed work it’s because someone looked at it, said “good enough” and shared that half-ass work just to stand by it, point out that it w…
Eryk Salvaggio: Like yes Gen AI UX is designed to encourage half-assery but Netflix is designed to keep you binge watching and we would not tolerate an academic staying up all night watching the Great British Bake…
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4 experts · 7 posts · 7d ago
Emily M. Bender: I really appreciate this stance. Too many people try to use "but it's useful" as a counterargument to what we say, for example, in The AI Con. Useful for whom and at what cost (to the user and espe…
tante: I really appreciate this stance. Too many people try to use "but it's useful" as a counterargument to what we say, for example, in The AI Con. Useful for whom and at what cost (to the user and espe…
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