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 Frank Pasquale ×

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 AI field signal Signal 2h ago

Ai silicon valley

9 experts across 3 network communities independently surfaced this.

9 experts 3 communities 1 sources clustered
New Agents & robotics Signal 9h ago

Why humanoid robots wont catch up

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“"Humanoid robots won’t face exactly the same deployment challenges as autonomous vehicles. For example, a mistake by a humanoid robot may be less likely to kill someone. But a lot of the same bottlenecks apply to both types of robots." www.understandingai.o…”

“@gayestgaymer1 @sethlazar Yes, @chi_t_williams and I literally published five articles about the state of robotics (including humanoid robotics) in the last week. I suggest starting here. https://t.co/KVbCSf8UHa”

Developing AI field signal Analysis 1d 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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Developing AI field signal Signal 1d ago

papers.ssrn.com

4 experts across 2 network communities independently surfaced this.

4 experts 2 communities 1 sources clustered
Developing Policy & governance Development 1d ago
twelve US state companion bot laws

What 12 State ‘Companion Bot’ Laws Demand of AI Providers

4 directory members surfaced this signal.

4 experts 1 community 2 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.

“Twelve states now have "companion bot" laws aimed at reducing risks, particularly for minors. Danny Tobey, Ashley Carr, and Michael Atleson of DLA Piper analyze the substantive provisions and identify four overarching principles for AI providers. buff.ly/qt…”

Policy & governance

1 expert

Rules, institutions and accountability.

““Washington’s law goes furthest by requiring providers to prevent chatbots from expressly representing themselves as human to any user, whereas this requirement exists in several other states only for minor users.” techpolicy.press/what-12-stat...”

Established AI field signal Analysis 4d ago
⚡ 8 h early
tech-forward future skepticism essay

The Future Is Not Tech-Forward

7 experts across 3 network communities independently surfaced this.

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

Policy & governance

1 expert

Rules, institutions and accountability.

“This essay talks about the left's vision for technology, the "alliance" between left and right-wing anti-data center movements, politics of refusal, democratic control over the AI infrastructure buildout, China, industrial policy, and more. www.thetechbubbl…”

Building & implementation

1 expert

How teams are shipping and applying it.

“Note “the possibility of communities forming compacts that establish minimum terms for data center development, allowing them to prevent firms from playing various jurisdictions against one another in a race to the bottom.” www.thetechbubble.info/p/the-futu…”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“surfacing for a minute to point out this good piece by @edwardongwesojr.com > Refusal is not just some impotent act of nostalgia, and the extent to which we think so is a measure of our contempt for the prospect of taking democratic politics seriously.”

Developing Compute & infrastructure Analysis 2d 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 Culture, work & education Analysis 5d ago
⚡ 116 h early
joyless decadence culture essay

Why does everything feel so joyless? Welcome to the age of decadence without pleasure | Michèle Mendelssohn and Charlie Tyson

5 experts across 2 network communities independently surfaced this.

5 experts 2 communities 1 sources clustered

““There is no pleasure or pain for an AI, no skin in the game,” the philosopher Carissa Véliz writes in her recent #book Prophecy. As a result, an AI “cannot care, and therefore cannot value”. #authors www.theguardian.com/us-news/ng-i...”

““But whereas des Esseintes’s withdrawal is an immersion into the subtleties of sensation, Johnson’s ‘Don’t Die’ movement treats the delights of the senses as suspect, even fatal.” www.theguardian.com/us-news/ng-i...”

4 experts discussed this · 21 posts
Pavel: Tomato and pineapple are both sweet and acidic fruit, making it theoretically possible to create a pineapple sauce that performs the same role as tomato sauce.
Abstract Tesseract: lasagna but it's penne-apple-pineapple-penne
Pavel: I promise I am researching this solely for science and not to create the most cursed pizza imaginable
Open the full discussion →
Established Policy & governance Signal 3d ago

Wake up call for congress lawmakers get big brother warning on ai

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered
2 experts discussed this · 2 posts
Frank Pasquale: “Today, anyone with access to a frontier AI model can buy your data from a broker and reconstruct an intimate picture of your life, including your location, your purchases, your browsing history, a…
Marielza: "Besides building troves of personal information gleaned from commercial databases, the dossiers offer advice on potential ways to blackmail, coerce or stalk the individual..." 😱
Open the full discussion →
Established Compute & infrastructure Signal 5d ago
⚡ 43 h early

Data centers ai populism

5 directory members surfaced this signal.

5 experts 1 community 1 sources clustered
Established Models & releases Development 3d ago
OpenAI’s rogue agents were caught communicating via public wikis

Minsky’s Society of Mind & The OpenAI — Hugging Face Hack

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“Don’t anthropomorphize AI agents; entomorphize them! I was reminded of Minsky‘s ‘society of mind’ when this incident occurred; glad to see it written up so well. wheremachinesthink.substack.com/p/minskys-so...”

“Anthropomorphizing aside, should we be legitimately concerned over the “emergence” of unforeseen capabilities in groups of interacting agents? My Substack piece: wheremachinesthink.substack.com/p/minskys-so...”

Established AI field signal Analysis 6d ago
⚡ 17 h early
AI writing internet takeover essay

We Can't Let AI Writing Take Over the Internet

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“A slop tsunami is “gumming up your LinkedIn feed, oozing through Twitter and Instagram, and filling every square inch of the internet with treacly spam and viscous sham.” www.derekthompson.org/p/the-intern...”

“New pod/transcript: PANGRAM VS THE MACHINE An interview with Pangram founder and CEO Max Spero about why AI writing took over the Web, how Pangram works, why we should trust it, and what he sees as the fundamental differences between machine vs. human writi…”

Established AI research Analysis 6d ago
⚡ 27 h early
Atlantic society of cheats essay

A Society of Cheats

3 experts across 2 network communities independently surfaced this.

3 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.

“www.theatlantic.com/ideas/2026/0... "This is how communities tend to respond to crime waves: They beef up law enforcement. Surveillance widens, punishments stiffen, and legal codes expand to police behavior that was formerly restrained by customary norms of…”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

““Squeaky-clean grammar, a superabundance of bullet points, and fairly robotic reiteration of facts rather than the pleasing lurch of original thinking”: “This is the horrid house style of AI-generated papers” www.theatlantic.com/ideas/2026/0...”

Developing AI field signal Signal 2d ago

Ai is all sci fi

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Showdown: “AGI-pilled alarmists who see themselves as vindicated by this shocking rogue AI hack " vs. "fed-up AI critics who think the agents didn't do anything impressive or unexpected and the basic problem was that OpenAI's security was” negligent. www.pa…”

Established AI field signal Analysis 5d ago
⚡ 6 h early
AI singularity misread Atlantic essay

The Singularity Is Not What It Seems

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

““The singularity is something of a moving goalpost. It is at once a goal to chase, a marketing tactic, and a fuzzy-enough idea that its definition can change depending on the person.” www.theatlantic.com/technology/2...”

“"no individual person, organization, or government is really steering the technology’s development, not because machines have displaced humans but because so many humans have already chosen to step aside" the other singularity, w/ @cwarzel.bsky.social: www.…”