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
Filter the conversation Who is saying what?

Combine a professional role with a reaction lens. Both must match the same attributed contribution.

Clear all
Active evidence filter

Showing developments with attributable Policy & governance reactions.

New Network reaction maps

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.

New AI field signal Signal 4h ago

Ai silicon valley

9 experts across 3 network communities independently surfaced this.

Why this matches Policy & governance reaction 1 attributable expert contribution · Bill Gurley
“Great piece that helps explain the seemingly contradictory rhetoric emanating from the closed AI model companies. I agree the #1 actionable take is to hold the companies accountable for their product’s behavior. https://t.co/WQ60O1WlDr” evidence ↗
9 experts 3 communities 1 sources clustered
2 experts discussed this · 2 posts
Eryk Salvaggio: This is a good succinct summary of the intelligence-as-ideology effects I’ve also been talking about lately (Gift Link): www.nytimes.com/2026/09/05/o...
tweety fish: This is a good succinct summary of the intelligence-as-ideology effects I’ve also been talking about lately (Gift Link): www.nytimes.com/2026/09/05/o...
tweety fish: the amount of begging the question that has infected the discourse top to bottom when new models come out is uh well it's not my favorite
Open the full discussion →
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.

Why this matches Policy & governance reaction 1 attributable expert contribution · Edward Ongweso Jr
“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…” evidence ↗
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.”

Established Compute & infrastructure Signal 5d ago
⚡ 43 h early

Data centers ai populism

5 directory members surfaced this signal.

Why this matches Policy & governance reaction 1 attributable expert contribution · Frank Pasquale
““$130 billion in projects were delayed or canceled just in the first quarter of this year… 500 jurisdictions have passed bans or moratoriums, including 150 local bans passed in July alone.” www.nytimes.com/2026/08/31/o...” evidence ↗
5 experts 1 community 1 sources clustered
Established Policy & governance Signal 20d ago

Ai slop lawmakers congress

6 experts across 2 network communities independently surfaced this.

Why this matches Policy & governance reaction 1 attributable expert contribution · Frank Pasquale
“"The task of writing legislation is filled with crucial details that can trip up AI agents — for instance, whether a particular pot of money should be a tax credit, tax deduction, tax exclusion or a grant. AI is going to miss those nuances." www.politico.co…” evidence ↗
6 experts 2 communities 1 sources clustered

“"The task of writing legislation is filled with crucial details that can trip up AI agents — for instance, whether a particular pot of money should be a tax credit, tax deduction, tax exclusion or a grant. AI is going to miss those nuances." www.politico.co…”

“I made jokes about this on twitter years ago and now it’s actually happening www.politico.com/news/2026/08...”

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.

Why this matches Policy & governance reaction 1 attributable expert contribution · Frank Pasquale
““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...” evidence ↗
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 10d ago
⚡ 580 h early
AI not replacing software engineers essay

Why AI hasn’t replaced software engineers, and won’t

4 experts across 2 network communities independently surfaced this.

Why this matches Policy & governance reaction 1 attributable expert contribution · Sayash Kapoor
“And a few examples of my public writing on AI's impacts on institutions and professions: - Legal services: www.normaltech.ai/p/ai-wont-au... - Software engineering: www.normaltech.ai/p/why-ai-has... - Science: www.normaltech.ai/p/could-ai-s...” evidence ↗
4 experts 2 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Policy & governance

1 expert

Rules, institutions and accountability.

“And a few examples of my public writing on AI's impacts on institutions and professions: - Legal services: www.normaltech.ai/p/ai-wont-au... - Software engineering: www.normaltech.ai/p/why-ai-has... - Science: www.normaltech.ai/p/could-ai-s...”

Building & implementation

1 expert

How teams are shipping and applying it.

““We can think of many kinds of knowledge work, including software development, as a “decide-execute-deliver sandwich”. AI compresses the “execute” layer…but the other two layers resist automation in a way that will not be overcome by capability improvements…”

Established AI field signal Signal 7d ago
⚡ 33 h early

papers.ssrn.com

2 directory members surfaced this signal.

Why this matches Policy & governance reaction 1 attributable expert contribution · Frank Pasquale
“The focus of these AI “initiatives is beginning to turn to producing legally enforceable outcomes, rather than just purely high level, usually voluntary, principles.” papers.ssrn.com/sol3/papers....” evidence ↗
2 experts 2 communities 1 sources clustered

“The focus of these AI “initiatives is beginning to turn to producing legally enforceable outcomes, rather than just purely high level, usually voluntary, principles.” papers.ssrn.com/sol3/papers....”

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.

Why this matches Policy & governance reaction 1 attributable expert contribution · Matteo Wong
“"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.…” evidence ↗
2 experts 2 communities 1 sources clustered

“"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.…”

““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...”