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 Research & technical analysis reactions.

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See how experts are reacting—not just what they shared.

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 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 8d ago

papers.ssrn.com

5 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Frank Pasquale, Daniel Solove
“Interesting approach to AI slop!: "We propose a provisional definition of slop as any output of a probabilistic automated system produced with little exertion that asymmetrically burdens recipients and tends to degrade cultural domains." papers.ssrn.com/sol…” evidence ↗
5 experts 2 communities 1 sources clustered
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 Research & technical analysis reaction 1 attributable expert contribution · 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...” 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…
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Established Culture, work & education Analysis 4d ago
AI benchmarking science methodology essay

He Wants AI Benchmarking To Be a Science, Not a Dark Art | Quanta Magazine

3 experts across 3 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Frank Pasquale
““Benchmarks, he writes, are “the mistake that made machine learning.” Notably, he argues, instead of creating a replicability crisis, they drove legitimate progress anyway — “mostly by sheer luck,” in his view” www.quantamagazine.org/he-wants-ai-...” evidence ↗
3 experts 3 communities 1 sources clustered

““Benchmarks, he writes, are “the mistake that made machine learning.” Notably, he argues, instead of creating a replicability crisis, they drove legitimate progress anyway — “mostly by sheer luck,” in his view” www.quantamagazine.org/he-wants-ai-...”

“The dark, dark art of my #FlanBenchmark... www.quantamagazine.org/he-wants-ai-...”

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 Research & technical analysis reaction 1 attributable expert contribution · Rafael M Batista
“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” evidence ↗
3 experts 2 communities 1 sources clustered

“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 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…”

Established AI field signal Analysis 6d ago
AI spectacle world takeover essay

The Spectacle of AI taking over the world - The European Review of Books

3 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Frank Pasquale
“The math dump’s main “purpose is to produce an effect of propaganda and stupefaction, relying on scientific illiteracy and on its uncritical amplification by the media echo chamber. To produce its propaganda effect, it erases…hundreds of researchers…” europ…” evidence ↗
3 experts 2 communities 1 sources clustered

“The math dump’s main “purpose is to produce an effect of propaganda and stupefaction, relying on scientific illiteracy and on its uncritical amplification by the media echo chamber. To produce its propaganda effect, it erases…hundreds of researchers…” europ…”

Established Agents & robotics Signal 4d ago

Exclusive ai agent emailed hundreds researchers help it told us why

2 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Frank Pasquale
“When one researcher has an agent email others for help, it may not be too annoying. But there are obvious problems with scale here, and I don't think the AI firms have thought them through. www.science.org/content/arti... At a bare minimum, the agent needs …” evidence ↗
2 experts 1 community 1 sources clustered

“When one researcher has an agent email others for help, it may not be too annoying. But there are obvious problems with scale here, and I don't think the AI firms have thought them through. www.science.org/content/arti... At a bare minimum, the agent needs …”

“After years of prompting AI chatbots, the AI agents are now prompting us… https://t.co/FDjH9fphjf https://t.co/BGMk9Ut87Q”

Established Compute & infrastructure Analysis 10d ago
AI energy fascism nexus essay

The AI-Energy-Fascism Nexus

2 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Frank Pasquale
““Data centres, chips, and energy all compensated for significant losses elsewhere in the economy. AI capex exceeded all consumer spending in the country during some financial quarters this year, papering over an economy in decline.” disjunctionsmag.com/arti…” evidence ↗
2 experts 2 communities 1 sources clustered

““Data centres, chips, and energy all compensated for significant losses elsewhere in the economy. AI capex exceeded all consumer spending in the country during some financial quarters this year, papering over an economy in decline.” disjunctionsmag.com/arti…”

Established AI research Research 6d ago
AI upending systems research paper

Barbarians at the Gate:How AI is Upending Systems Research

1 directory member surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Frank Pasquale
““AI is starting to transform the research process by automating the discovery of new solutions. Given a task, the typical AI-driven approach is (i) to generate a set of diverse solutions, and then (ii) to verify these solutions and select one that solves th…” evidence ↗
1 expert 1 community 1 sources clustered

““AI is starting to transform the research process by automating the discovery of new solutions. Given a task, the typical AI-driven approach is (i) to generate a set of diverse solutions, and then (ii) to verify these solutions and select one that solves th…”

Established Policy & governance Research 19d ago
robot rights debunked paper

Debunking Robot Rights Metaphysically, Ethically, and Legally

1 directory member surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Frank Pasquale
“I've argued this point since 2002 (in "Two Concepts of Immortality"). The machine is not a person. Erode that distinction, & fixed points of social cohesion (rights, voting, etc) come undone. See also Ch. 8 of my "New Laws of Robotics," arxiv.org/abs/2404.1…” evidence ↗
1 expert 1 community 1 sources clustered

“I've argued this point since 2002 (in "Two Concepts of Immortality"). The machine is not a person. Erode that distinction, & fixed points of social cohesion (rights, voting, etc) come undone. See also Ch. 8 of my "New Laws of Robotics," arxiv.org/abs/2404.1…”

Established AI field signal Signal 19d ago

papers.ssrn.com

1 directory member surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Frank Pasquale
“I've argued this point since 2002 (in "Two Concepts of Immortality"). The machine is not a person. Erode that distinction, & fixed points of social cohesion (rights, voting, etc) come undone. See also Ch. 8 of my "New Laws of Robotics," arxiv.org/abs/2404.1…” evidence ↗
1 expert 1 community 1 sources clustered

“I've argued this point since 2002 (in "Two Concepts of Immortality"). The machine is not a person. Erode that distinction, & fixed points of social cohesion (rights, voting, etc) come undone. See also Ch. 8 of my "New Laws of Robotics," arxiv.org/abs/2404.1…”