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 Justin Hendrix ×

The developments commanding sustained expert attention

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

New Culture, work & education Development 19h ago
⚡ 6 h early
US school districts impose AI moratoriums

America’s Two Largest School Districts Impose AI Moratoriums

5 experts across 2 network communities independently surfaced this.

Why this matches Policy & governance reaction 2 attributable expert contributions · Justin Hendrix, Tech Policy Press
“NYC and LA just restricted AI in classrooms, and in both cities the parents and teachers who pushed for it are celebrating. Tech Policy Press fellow Chris Mills Rodrigo reports on the grassroots movement resisting the rush to adopt AI in schools.” evidence ↗
5 experts 2 communities 1 sources clustered
How the network is reacting 2 experts are emphasizing policy & governance.
Shared emphasis

Policy & governance

2 experts

Rules, institutions and accountability.

“NYC and LA just restricted AI in classrooms, and in both cities the parents and teachers who pushed for it are celebrating. Tech Policy Press fellow Chris Mills Rodrigo reports on the grassroots movement resisting the rush to adopt AI in schools.”

Established Models & releases Research 12d ago
⚡ 953 h early
State media influence LLM training paper

State media control influences large language models | Nature

8 experts across 3 network communities independently surfaced this.

Why this matches Policy & governance reaction 2 attributable expert contributions · Dr. Chinasa T. Okolo, René Walter
“"...LLMs exhibit a stronger pro-government valence in the languages of countries with lower media freedom than in those with higher media freedom." www.nature.com/articles/s41...” evidence ↗
8 experts 3 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Policy & governance

2 experts

Rules, institutions and accountability.

“"...LLMs exhibit a stronger pro-government valence in the languages of countries with lower media freedom than in those with higher media freedom." www.nature.com/articles/s41...”

Research & technical analysis

2 experts

Evidence, methods and technical implications.

“Researchers from Oregon, Purdue, UC San Diego, NYU and Princeton ran six experiments. The overarching finding: state control of media in many countries is already baked into the training data of widely used commercial models, and is shaping the answers thos…”

2 experts discussed this · 2 posts
VE, cybersocial occult investigator: Starting a conspiracy theory that the papal encyclical was actually trying to get ahead of and cement Catholicism as the official machine religion
René Walter: OMG www.nature.com/articles/s41...
Open the full discussion →
Accelerating Culture, work & education Analysis 5h ago
⚡ 5 h early
Labor Day AI fair employment prescription

A Labor Day Prescription for Preserving Fair Employment in the Digital Age

3 directory members surfaced this signal.

Why this matches Policy & governance reaction 2 attributable expert contributions · Justin Hendrix, Tech Policy Press
“AI hiring tools can reject qualified people "for reasons no one—including the employer—can adequately explain," warns NYU School of Law senior affiliated research scholar and former EEOC chair Charlotte A. Burrows. She says gutting disparate impact law make…” evidence ↗
3 experts 1 community 1 sources clustered
How the network is reacting 2 experts are emphasizing policy & governance.
Shared emphasis

Policy & governance

2 experts

Rules, institutions and accountability.

“AI hiring tools can reject qualified people "for reasons no one—including the employer—can adequately explain," warns NYU School of Law senior affiliated research scholar and former EEOC chair Charlotte A. Burrows. She says gutting disparate impact law make…”

Accelerating AI field signal Signal 20h ago
⚡ 3 h early

Virginia Eyes AI Chatbot Rules as Observable Risks Warrant Action

3 directory members surfaced this signal.

Why this matches Policy & governance reaction 2 attributable expert contributions · Justin Hendrix, Tech Policy Press
“For the Tech Policy Press podcast, I spoke with Dr. Kira Allmann, chief policy analyst at Virginia's Joint Commission on Technology and Science, about her research on AI chatbots as the state weighs its legislative options.” evidence ↗
3 experts 1 community 1 sources clustered
Established Compute & infrastructure Analysis 12d ago
⚡ 9 h early
Zuckerberg manifesto compute critique

Zuckerberg’s AI Manifesto Lost it at Compute

6 experts across 2 network communities independently surfaced this.

Why this matches Policy & governance reaction 1 attributable expert contribution · Tech Policy Press
“Ellen P. Goodman, a professor at Rutgers Law School and co-Director of the Rutgers Institute for Information Policy & Law, asks what it would take to actually democratize AI at each layer of the stack, starting with compute—the layer Zuckerberg's latest man…” evidence ↗
6 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.

“Ellen P. Goodman, a professor at Rutgers Law School and co-Director of the Rutgers Institute for Information Policy & Law, asks what it would take to actually democratize AI at each layer of the stack, starting with compute—the layer Zuckerberg's latest man…”

Opportunity & adoption

1 expert

New capabilities, benefits and practical upside.

“"For ten years at least, Zuckerberg has repeatedly promised connection and democracy on his platforms. Instead, we’ve gotten slop and oligarchic control. The AI manifesto promising superintelligence-for-all is cut from the same cloth."”

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 Culture, work & education Signal 4d ago

Sanders proposes artificial superintelligence ban after rogue ai incidents

3 experts across 2 network communities independently surfaced this.

Why this matches Policy & governance reaction 1 attributable expert contribution · Alejandra Caraballo
“I think this is the right move for at least the next year or so. Obviously, this legislation is DOA but we absolutely need a pause on AI development to allow safety research and safeguards to catch up. www.washingtonpost.com/technology/2...” evidence ↗
3 experts 2 communities 1 sources clustered
Established Policy & governance Development 7d ago
⚡ 33 h early
Colombia AI Act poor copy criticism

Colombia is Preparing a Poor Copy of the EU's AI Act

3 directory members surfaced this signal.

Why this matches Policy & governance reaction 1 attributable expert contribution · Tech Policy Press
“Daniel Arias Rivera, a Colombian lawyer and human rights specialist, explains how Bill 025 copies the EU AI Act's risk-based architecture without the institutional capacity, technical expertise, or enforcement mechanisms to make it work in Colombia.” evidence ↗
3 experts 1 community 1 sources clustered

“Daniel Arias Rivera, a Colombian lawyer and human rights specialist, explains how Bill 025 copies the EU AI Act's risk-based architecture without the institutional capacity, technical expertise, or enforcement mechanisms to make it work in Colombia.”

Developing Policy & governance Analysis 1d ago
⚡ 5 h early
privacy by architecture AI compliance essay

Privacy by Architecture Makes AI Compliance Work

2 directory members surfaced this signal.

Why this matches Policy & governance reaction 1 attributable expert contribution · Tech Policy Press
“Regulators aren't treating AI as an exotic category outside privacy law, write Isabel Hahn and Aaron Alva. They're identifying where familiar principles get harder to operationalize as systems infer, remember, and act. buff.ly/rhJaXIX” evidence ↗
2 experts 1 community 1 sources clustered

“Regulators aren't treating AI as an exotic category outside privacy law, write Isabel Hahn and Aaron Alva. They're identifying where familiar principles get harder to operationalize as systems infer, remember, and act. buff.ly/rhJaXIX”

Developing Culture, work & education Development 1d ago
⚡ 6 h early
US K-12 AI caution school year

In the US, Caution Rules on AI Ahead of K-12 School Year

2 directory members surfaced this signal.

Why this matches Policy & governance reaction 2 attributable expert contributions · Justin Hendrix, Tech Policy Press
“As K-12 students head back to school across the United States, Tech Policy Press fellow Chris Mills Rodrigo reports they're unlikely to find consistent, clear rules on AI use. Many districts have set guardrails but avoided system-wide rules, leaving choices…” evidence ↗
2 experts 1 community 1 sources clustered
How the network is reacting 2 experts are emphasizing policy & governance.
Shared emphasis

Policy & governance

2 experts

Rules, institutions and accountability.

“As K-12 students head back to school across the United States, Tech Policy Press fellow Chris Mills Rodrigo reports they're unlikely to find consistent, clear rules on AI use. Many districts have set guardrails but avoided system-wide rules, leaving choices…”

Developing AI field signal Analysis 2d ago
⚡ 9 h early
EU AI Act democracy transparency essay

Can the EU AI Act’s Transparency Rules Strengthen Democratic Resilience?

2 directory members surfaced this signal.

Why this matches Policy & governance reaction 2 attributable expert contributions · Justin Hendrix, Tech Policy Press
“The EU AI Act's new transparency rules took effect on Aug. 2, requiring disclosure of AI interactions and marking of AI-generated content. Taras Kovalchuk on whether they are enough to strengthen democratic resilience in Europe.” evidence ↗
2 experts 1 community 1 sources clustered
How the network is reacting 2 experts are emphasizing policy & governance.
Shared emphasis

Policy & governance

2 experts

Rules, institutions and accountability.

“The EU AI Act's new transparency rules took effect on Aug. 2, requiring disclosure of AI interactions and marking of AI-generated content. Taras Kovalchuk on whether they are enough to strengthen democratic resilience in Europe.”

Established Policy & governance Analysis 18d ago
⚡ 26 h early
AI manifesto meets policy reality

When an AI Manifesto Runs Into Reality

3 directory members surfaced this signal.

Why this matches Policy & governance reaction 3 attributable expert contributions · Justin Hendrix, Eryk Salvaggio, Tech Policy Press
“Roy L. Austin, Jr., Meta's former VP of Civil Rights and now director of the Howard Law Artificial Intelligence Initiative, reads Mark Zuckerberg's new manifesto "The Future is for Everyone" against Meta's record—and finds a widening gap between the words m…” evidence ↗
3 experts 1 community 1 sources clustered
How the network is reacting 3 experts are independently emphasizing policy & governance.
Reaction converging

Policy & governance

3 experts

Rules, institutions and accountability.

“Roy L. Austin, Jr., Meta's former VP of Civil Rights and now director of the Howard Law Artificial Intelligence Initiative, reads Mark Zuckerberg's new manifesto "The Future is for Everyone" against Meta's record—and finds a widening gap between the words m…”

Established AI field signal Signal 6d ago

744c448c 858e 85dc a66cecd02abb

1 directory member surfaced this signal.

Why this matches Policy & governance reaction 1 attributable expert contribution · Justin Hendrix
“"Donald Trump has said Americans opposing construction of AI data centres want to end up 'backwards and poor', even as Republican lawmakers vow to stem the rollout of the unpopular projects ahead of the midterm elections."” evidence ↗
1 expert 1 community 1 sources clustered

“"Donald Trump has said Americans opposing construction of AI data centres want to end up 'backwards and poor', even as Republican lawmakers vow to stem the rollout of the unpopular projects ahead of the midterm elections."”

Established Culture, work & education Signal 13d ago

Australia ai music chart ban

1 directory member surfaced this signal.

Why this matches Policy & governance reaction 1 attributable expert contribution · Justin Hendrix
“"Songs that are wholly or largely created by generative A.I. will be banned from Australia’s music charts under new rules announced on Tuesday, but recordings that use the technology in a supporting role will still be allowed."” evidence ↗
1 expert 1 community 1 sources clustered

“"Songs that are wholly or largely created by generative A.I. will be banned from Australia’s music charts under new rules announced on Tuesday, but recordings that use the technology in a supporting role will still be allowed."”