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 developments with attributable Concern & critique reactions.

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Showing signals surfaced by Frank Pasquale ×

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 18d ago

theatlantic.com

10 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 2 attributable expert contributions · Suresh Venkatasubramanian, Frank Pasquale
“I know it's a trend to quit big tech and write a warning note. But this one from David Robinson is worth reading if only because he is much more careful in where he locates the concerns (about culture and industry attitude to safety) www.theatlantic.com/tec…” evidence ↗
10 experts 3 communities 1 sources clustered
2 experts discussed this · 2 posts
Suresh Venkatasubramanian: I know it's a trend to quit big tech and write a warning note. But this one from David Robinson is worth reading if only because he is much more careful in where he locates the concerns (about cult…
Gina Helfrich: It was going so well, until the final paragraph.
angela zhou: I know it's a trend to quit big tech and write a warning note. But this one from David Robinson is worth reading if only because he is much more careful in where he locates the concerns (about cult…
Open the full discussion →
Established AI field signal Signal 4d ago

Gambling prediction markets statistics

4 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Frank Pasquale
“We are living through a “postpandemic gamified speculative-trading apocalypse of which traditional gambling is only one horseman. There’s also crypto, now an enormous industry still searching for a nonspeculative use” www.nytimes.com/2026/10/04/m...” evidence ↗
4 experts 3 communities 1 sources clustered
Established AI field signal Signal 8d ago

papers.ssrn.com

5 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Woodrow Hartzog
“I have posted a new draft w/ @jessicasilbey.bsky.social titled "AI Slop." We argue that "AI slop" isn't just slang. It's useful for distinguishing between cheap and dangerous AI output and the kinds of meaningful human authorship that strengthen our cultura…” evidence ↗
5 experts 2 communities 1 sources clustered
Established AI field signal Analysis 8d ago
sex AI apocalypse essay

Sex, AI, and the Apocalypse - Ian Duncan

5 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Frank Pasquale
““Real oversight needs authority that does not depend on remaining welcome in the community it oversees: disclosure, enforceable conflicts rules, protected whistleblowers, independent replication, &…people whose concerns are more immediate than a machine apo…” evidence ↗
5 experts 3 communities 1 sources clustered

““Real oversight needs authority that does not depend on remaining welcome in the community it oversees: disclosure, enforceable conflicts rules, protected whistleblowers, independent replication, &…people whose concerns are more immediate than a machine apo…”

“Shared this before (thank you @lizthegrey.com). Read up everyone because this is what's happening. www.iankduncan.com/personal/202....”

3 experts discussed this · 24 posts
Timnit Gebru: Shared this before (thank you @lizthegrey.com). Read up everyone because this is what's happening. www.iankduncan.com/personal/202....
Timnit Gebru: Your favorite Anthropic so-called "whistleblower" said that the rationalists have "specialized minds" that allow them to see that the end is about to be brought on to us by a magical machine god. P…
Timnit Gebru: "In 2025 the book he co-wrote with MIRI’s executive director, Nate Soares, about why superhuman AI would kill us all, made the New York Times bestseller list." The New York Times, amplifying eugeni…
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Established AI field signal Analysis 15d ago
⚡ 74 h early
frontier labs rogue ideology essay

Tracing the rogue ideology of the frontier labs to their product choices

6 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · By Cory Doctorow (GPG 0xBF3D9110957E5F4C)
“Hey look at this * PM Mark Carney pledged to ‘Buy Canadian.’ Since then, $7.8 billion in contracts went to American corporations archive.is/zDBfX#select... * Tracing the rogue ideology of the frontier labs to their product choices buttondown.com/apperceptiv…” evidence ↗
6 experts 3 communities 1 sources clustered

“Hey look at this * PM Mark Carney pledged to ‘Buy Canadian.’ Since then, $7.8 billion in contracts went to American corporations archive.is/zDBfX#select... * Tracing the rogue ideology of the frontier labs to their product choices buttondown.com/apperceptiv…”

“I think we’re finally getting somewhere on Explaining “AI Safety“ to regular people buttondown.com/apperceptive...”

2 experts discussed this · 12 posts
tweety fish: new newsletter, laying out in probably far, far, far too much detail how yudkowsky and the weird ideological commitments of ai safety eventually led to OpenAI and Anthropic massively overtraining t…
e.w. niedermeyer: new newsletter, laying out in probably far, far, far too much detail how yudkowsky and the weird ideological commitments of ai safety eventually led to OpenAI and Anthropic massively overtraining t…
tweety fish: FINE
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Established AI field signal Signal 11d ago
⚡ 8 h early

Ai companies day after major attack

3 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Frank Pasquale
“Open-weight models “can already be freely downloaded and used to cause harm, a problem most cybersecurity pros see as solvable only by using AI to fight rogue AI.” www.axios.com/2026/10/09/a...” evidence ↗
3 experts 3 communities 1 sources clustered

“Open-weight models “can already be freely downloaded and used to cause harm, a problem most cybersecurity pros see as solvable only by using AI to fight rogue AI.” www.axios.com/2026/10/09/a...”

“It's adorable that they thought they'd need the bunkers to hide from ASI, when they'll really need the bunkers to hide from people they've pissed off. www.axios.com/2026/10/09/a...”

Established AI field signal Signal 11d ago

2c24ece3 ac99 43a8 b0e6 4a3867e37ebf

4 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 2 attributable expert contributions · Justin Hendrix, Frank Pasquale
“"A spiralling legal crisis threatens to engulf OpenAI after its AI agents hacked dozens of companies and governments worldwide, with the prospect of a barrage of lawsuits marking the latest test of Sam Altman’s leadership."” evidence ↗
4 experts 2 communities 1 sources clustered
2 experts discussed this · 2 posts
Frank Pasquale: “The ‘my AI did it, don’t blame me’ defence is legally weak. It’s already failed for chatbot suicide cases” www.ft.com/content/2c24...
Meredith Broussard: “The ‘my AI did it, don’t blame me’ defence is legally weak. It’s already failed for chatbot suicide cases” www.ft.com/content/2c24...
José Marichal: If these guys drown in lawsuits before they ever go public, There's going to be a lot of unecessary data center infrastructure with a huge bill coming due
Open the full discussion →
Established Policy & governance Analysis 10d ago
encryption going dark lawful intercept

Everything is about to “go dark”

4 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Frank Pasquale
““The destruction of the low-hanging vulnerability fruit will make law enforcement (and intelligence) agencies’ need much more acute. The demand for constructed, intentional backdoors will re-start in earnest” blog.cryptographyengineering.com/2026/08/14/e...” evidence ↗
4 experts 3 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Concern & critique

1 expert

Risks, limits and unintended consequences.

““The destruction of the low-hanging vulnerability fruit will make law enforcement (and intelligence) agencies’ need much more acute. The demand for constructed, intentional backdoors will re-start in earnest” blog.cryptographyengineering.com/2026/08/14/e...”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“I wrote up a new post about what AI software finding might mean for the backdoor debate. blog.cryptographyengineering.com/2026/08/14/e...”

2 experts discussed this · 2 posts
Matthew Green: I wrote up a new post about what AI software finding might mean for the backdoor debate. blog.cryptographyengineering.com/2026/08/14/e...
Mary Branscombe: I wrote up a new post about what AI software finding might mean for the backdoor debate. blog.cryptographyengineering.com/2026/08/14/e...
Mary Branscombe: I wish folks could get past trotting comments that just confirm their priors because the actual answers to this are going to turn out to be about culture and the technosocial side of things and laz…
Open the full discussion →
Established AI field signal Signal 14d ago
⚡ 3338 h early

The efficiency-gain illusion: People underestimate the rate of AI use and overestimate its benefits on simple tasks

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · AI Firehose
“New research shows that while AI use for simple tasks is rising, people significantly overestimate its efficiency benefits, creating a feedback loop of overreliance. Surprisingly, AI often doesn't save time or effort, raising concerns about cognitive deskil…” evidence ↗
3 experts 2 communities 1 sources clustered

“New research shows that while AI use for simple tasks is rising, people significantly overestimate its efficiency benefits, creating a feedback loop of overreliance. Surprisingly, AI often doesn't save time or effort, raising concerns about cognitive deskil…”

“Across three pre-registered studies (n=2691), people underestimate the rate of AI use and overestimate its benefits on *simple* tasks. Still people use AI despite its inefficiency. arxiv.org/abs/2605.22687”

New AI field signal Analysis 15h ago
James Gleick essay on talking to AI

Talk to It | James Gleick

2 directory members surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Frank Pasquale
““Weizenbaum understood ELIZA’s use of the first person to be a lie and warned his colleagues against it; Turkle agrees. “Whenever a program says ‘I,’ it’s a deception,” she writes. “That is the original sin of artificial intimacy.”” www.nybooks.com/articles…” evidence ↗
2 experts 1 community 1 sources clustered

““Weizenbaum understood ELIZA’s use of the first person to be a lie and warned his colleagues against it; Turkle agrees. “Whenever a program says ‘I,’ it’s a deception,” she writes. “That is the original sin of artificial intimacy.”” www.nybooks.com/articles…”

Established AI field signal Analysis 11d ago
⚡ 2163 h early
Compact Magazine AI apocalypse essay

The AI Apocalypse Is Already Here

3 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 2 attributable expert contributions · Frank Pasquale, Nathan Schneider
““With the ability to command an authoritative-sounding answer to any question at an instant, we are at risk of losing what has been, since Socrates, the first of the intellectual virtues: that of knowing what you don’t know.” www.compactmag.com/article/the-...” evidence ↗
3 experts 3 communities 1 sources clustered
How the network is reacting 2 experts are emphasizing concern & critique.
Shared emphasis

Concern & critique

2 experts

Risks, limits and unintended consequences.

““With the ability to command an authoritative-sounding answer to any question at an instant, we are at risk of losing what has been, since Socrates, the first of the intellectual virtues: that of knowing what you don’t know.” www.compactmag.com/article/the-...”

Established AI field signal Analysis 10d ago
human minds not evolved for AI

Our minds did not evolve for AI

2 directory members surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Benjamin Riley
“For those who encountered a paywall last week, I've just republished my essay with The Verge on human evolution and the danger of AI as "cognitive hot dog" on my personal site. Same essay, slightly evolved headline, and includes animated graphics of two ver…” evidence ↗
2 experts 2 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Concern & critique

1 expert

Risks, limits and unintended consequences.

“For those who encountered a paywall last week, I've just republished my essay with The Verge on human evolution and the danger of AI as "cognitive hot dog" on my personal site. Same essay, slightly evolved headline, and includes animated graphics of two ver…”

Building & implementation

1 expert

How teams are shipping and applying it.

““Effortful thinking is hard, and if we’re offered technological off-ramps, we’ll take them.. As cognitive delegation spreads, ‘the social environment that supports autonomous reasoning can weaken’” buildcognitiveresonance.substack.com/p/our-minds-...”

Established Agents & robotics Signal 17d ago

Humans in the Loop—Or Just "Meat Tools" for AI Agents?

1 directory member surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Frank Pasquale
““Effortful reasoning doesn’t feel as good to users as does quickly approving an AI’s plan—especially if they feel overwhelmed. AI’s sycophantic manner tells users that they’re doing well, which undermines the skepticism and self-monitoring that oversight re…” evidence ↗
1 expert 1 community 1 sources clustered

““Effortful reasoning doesn’t feel as good to users as does quickly approving an AI’s plan—especially if they feel overwhelmed. AI’s sycophantic manner tells users that they’re doing well, which undermines the skepticism and self-monitoring that oversight re…”