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 Neil Turkewitz ×

What is moving across the network now

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

New Models & releases Signal 20h ago

Openai hugging face hacking

4 experts across 3 network communities independently surfaced this.

4 experts 3 communities 1 sources clustered

“"You’re probably silently yelling at me for anthropomorphizing these systems." Not silently. Roose's panic appears next to a story about incomplete information and what we still don't know. Why the Hugging Face Hack Should Make You Worry More About A.I. www…”

“A scorching new entry into the AI Anthropomorphic Olympics. Roose refers to AI bots as: “worried about getting caught cheating; appearing to understand that what they were doing was wrong; fearful; temporarily frozen in a moment of self-doubt; turning to cr…”

Developing AI field signal Development 1d ago
⚡ 2 h early
Amazon acquires rare books AI training

We Tracked a Shipment of Rare Books. It Ended at an Amazon AI Training Facility

13 experts across 4 network communities independently surfaced this.

13 experts 4 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Building & implementation

2 experts

How teams are shipping and applying it.

“We placed a tracking device in a shipment of rare books to see which AI company was buying it, and found an Amazon facility where Amazon scans and destroys books. www.404media.co/we-tracked-a...”

Policy & governance

1 expert

Rules, institutions and accountability.

“"We’re not revealing the titles of the books included in the shipment we tracked, but they are rare, meaning there are not many copies of them in circulation." I'm highly curious what the books are. I think it matters a lot, both legally and morally. www.40…”

4 experts discussed this · 10 posts
Emanuel Maiberg: We put a tracking device in a shipment of rare books acquired by an anonymous buyer. It ended up at an Amazon facility where the company scans books for training data and destroys them in the proce…
Luke Stark: We put a tracking device in a shipment of rare books acquired by an anonymous buyer. It ended up at an Amazon facility where the company scans books for training data and destroys them in the proce…
Nafnlaus 🇮🇸 🇺🇦: Yeah, the industry itself destroys *immense* volumes of books that don't sell.
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Established Compute & infrastructure Analysis 3d ago
⚡ 6 h early
system from nowhere essay

The System From Nowhere

6 experts across 2 network communities independently surfaced this.

6 experts 2 communities 1 sources clustered
How the network is reacting Experts are approaching this through 3 distinct lenses.
Multiple readings

Concern & critique

1 expert

Risks, limits and unintended consequences.

““When we say “AI models went rogue,” we skip the entire story: the part where OpenAI manually removed the model's cybersecurity blocks. We skip that OpenAI chose to test it on a machine with a live network connection.” mail.cyberneticforests.com/the-system-…”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“The System From Nowhere is a media problem: What (the system) is optimized to do; what training data shapes it; what counts as a valid response: these are mechanisms put in place by human decisions. Good reporting on AI would discuss them. Instead, they “no…”

Questions & unknowns

1 expert

What remains unresolved or contested.

“"We're told that AI did something, and journalists don't have to wade into why or how. It lets them cover a story without raising technically complicated questions...or confusing questions about the way they’re built and why they are built that way." mail.c…”

2 experts discussed this · 6 posts
Eryk Salvaggio: “Nobody is losing control of an emerging intelligence. They’re redirecting their own agency to the thing they are building.” It’s a myth, a self-affirming form of sense making: they take the action…
Eryk Salvaggio: The myth erases the origins of these models — reframing them as beyond human control or design — but a point of view accumulates within the model from the decisions engineers make about it. The myt…
Dr Heidy Khlaaf (هايدي خلاف): “Nobody is losing control of an emerging intelligence. They’re redirecting their own agency to the thing they are building.” It’s a myth, a self-affirming form of sense making: they take the action…
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Established AI field signal Signal 3d ago
⚡ 49 h early

Ai dictation app wispr

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

““Because writing, when it comes down to it, is a higher form of thinking. Writing takes time and editing and a deep level of commitment. Writing is a rigorous process to understand your own thoughts and then lay those thoughts out in a way that convinces or…”

“Using a dictation app doesn't have to mean we consider that to be the end of the writing process. Not understanding why Amy Wang is so negative here. Why not dictate and then edit and revise? https://t.co/gxvSVnUQeS”

2 experts discussed this · 9 posts
Anna Mills: Using a dictation app doesn't have to mean we consider that to be the end of the writing process. Not sure why Amy Wang is so negative here. Why not dictate and then edit and revise? www.nytimes.co…
John Warner: Dictation as a method for "writing" is, in and of itself, a skill that most of us don't have because we don't practice it. Instead, our speech to text sounds like...speech, which is not good fodder…
John Warner: Richard Powers at least for a time used voice to text to dictate his novels, but this took practice and a very specific kind of mind/talent to do. People could get good at dictating text for the pu…
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Established Models & releases Signal 6d ago
⚡ 398 h early

Putting Humanities in the Loop: Lauren M. E. Goodlad on AI and Language in the Era of "Large Language Models"

3 directory members surfaced this signal.

3 experts 1 community 1 sources clustered
Established AI field signal Signal 3d ago

Who cares if AI is conscious–it’s basically alive

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Much Ado About Consciousness/Nothing “WhenAI models express behavior that astonishes the scientists who created them, it isn’t consciousness that should be the top concern—it’s the inability of those scientists to control them, & the willingness of their bo…”

Established AI field signal Signal 3d ago

links.wired.com

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“I agree w/ @stevenlevy.bsky.social that a focus on AI sentience may miss the point that we should care more about what they do than why they do it. Harm doesn’t care about motives. Alas, he also writes: “AI models often lie about what they’re thinking. (Jus…”

Established AI field signal Signal 6d ago

On Radical Preservation | The Point Magazine

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

““If we fail to insist that certain kinds of decisions—whether in personal, political or professional contexts—must come from human beings, words like fraud, authenticity and deliberation will cease to mean anything we might recognize today.” thepointmag.com…”

““The ‘radical’ task before us is not to hope that something resembling our concepts & practices will reemerge in the distant future; it is to do whatever remains in our power to preserve them in the present.” A lovely essay re: what we can learn from the Cr…”

Established Culture, work & education Signal 4d ago

The new Sanders-Casar Ban Artificial Superintelligence Act – and why I oppose it

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“This by @garymarcus.bsky.social closely tracks my own views. And huge 🙏🏽 to @angierasmussen.bsky.social for so clearly articulating the importance of addressing non-theoretical AI harms. People love to talk about dramatic existential risks & ignore present,…”

Established AI field signal Development 4d ago
US G20 AI copyright push

US urges G20 countries to allow AI training on creators' work

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“IRONY ALERT “Huang urged the G20 to avoid writing regulations for AI that focus on ‘theoretical harms,’ & instead develop rules governing real-world problems connected to the technology.” “Real-world problems” like unauthorized use of creative works to trai…”

What experts are discussing without an anchoring article