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.

2,364 searchable experts 2,966 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 Hypervisible ×

The developments commanding sustained expert attention

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

Accelerating Compute & infrastructure Signal 11h ago
⚡ 4 h early

Data centers environment ai

5 experts across 3 network communities independently surfaced this.

Why this matches Policy & governance reaction 1 attributable expert contribution · Karl Bode
“I don't think that you can (or should) write about this subject without heavily emphasizing the fact the people in charge of how this technology evolves enthusiastically supported fascists who dismantled much of the federal regulatory and public protection …” evidence ↗
5 experts 3 communities 1 sources clustered

“I don't think that you can (or should) write about this subject without heavily emphasizing the fact the people in charge of how this technology evolves enthusiastically supported fascists who dismantled much of the federal regulatory and public protection …”

“Number of times Boxtown is mentioned in this essay: 0.”

3 experts discussed this · 5 posts
Hypervisible : Number of times Boxtown is mentioned in this essay: 0.
Alondra Nelson: Number of times Boxtown is mentioned in this essay: 0.
J. Nathan Matias: Number of cited experts in public health or the emissions from datacenters in the essay: 0
Open the full discussion →
Established AI field signal Development 16d ago
⚡ 4 h early
Companies throttle employee AI spending

Companies Are Throttling Employees’ AI Use Because It’s Too Expensive

7 experts across 4 network communities independently surfaced this.

Why this matches Policy & governance reaction 1 attributable expert contribution · Hypervisible
““Companies across tech, entertainment, banking, and many other industries are throttling their employees’ use of AI and pleading with workers to use less powerful models to stop AI costs from spiraling out of control…”” evidence ↗
7 experts 4 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.

““Crazy, we go from no more [AI] leaderboard to actual usage limits in two weeks,” one Amazon employee said in a reply on Slack. www.404media.co/companies-ar...”

Policy & governance

1 expert

Rules, institutions and accountability.

““Companies across tech, entertainment, banking, and many other industries are throttling their employees’ use of AI and pleading with workers to use less powerful models to stop AI costs from spiraling out of control…””

New AI field signal Signal 7h ago
⚡ 4 h early

Elon Musk

2 directory members surfaced this signal.

Why this matches Policy & governance reaction 1 attributable expert contribution · Hypervisible
““The lawsuit filed Monday in federal court on behalf of xAI against Minnesota Attorney General Keith Ellison argues that the statute ‘imposes an overbroad, content-based ban on free speech and the tools of visual expression.’”” evidence ↗
2 experts 2 communities 1 sources clustered

““The lawsuit filed Monday in federal court on behalf of xAI against Minnesota Attorney General Keith Ellison argues that the statute ‘imposes an overbroad, content-based ban on free speech and the tools of visual expression.’””

Established AI field signal Signal 17d ago
⚡ 18 h early

Norway imposes near ban ai elementary school

6 experts across 2 network communities independently surfaced this.

Why this matches Policy & governance reaction 1 attributable expert contribution · Baldur Bjarnason
““Norway imposes near ban on AI in elementary school | Reuters” https://www.reuters.com/technology/norway-imposes-near-ban-ai-elementary-school-2026-06-19/ >” evidence ↗
6 experts 2 communities 1 sources clustered

““Norway imposes near ban on AI in elementary school | Reuters” https://www.reuters.com/technology/norway-imposes-near-ban-ai-elementary-school-2026-06-19/ >”

Established Policy & governance Development 6d ago
⚡ 2 h early
Mayo Clinic AI patient care lawsuit

Lawsuit Claims the Mayo Clinic's Use of AI Is Butchering Patient Care

5 experts across 3 network communities independently surfaced this.

Why this matches Policy & governance reaction 1 attributable expert contribution · Hypervisible
““According to the lawsuit, the team working on MAYA [the clinic’s ai assistant] deleted unflattering test results, mischaracterized the tool’s abilities, and made decisions that put data security in jeopardy.”” evidence ↗
5 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 Mayo Clinic's AI assistant has serious privacy problems, an extremely high error rate, and a team that manipulated data to lie about the tool. After raising concerns, the research director and AI compliance lead was fired. The future is bright! futurism…”

Policy & governance

1 expert

Rules, institutions and accountability.

““According to the lawsuit, the team working on MAYA [the clinic’s ai assistant] deleted unflattering test results, mischaracterized the tool’s abilities, and made decisions that put data security in jeopardy.””

Established AI field signal Development 11d ago
⚡ 19 h early

xAI can’t deny Grok makes CSAM anymore. So it’s suing users.

4 experts across 2 network communities independently surfaced this.

Why this matches Policy & governance reaction 1 attributable expert contribution · Dare Obasanjo
“Facing a class action lawsuit over X users creating CSAM with Grok, Elon Musk is now suing the users who used Grok to create CSAM. The strategy here seems to be to blame the people who created the CSAM to avoid being penalized for building a CSAM generating…” 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.

“Facing a class action lawsuit over X users creating CSAM with Grok, Elon Musk is now suing the users who used Grok to create CSAM. The strategy here seems to be to blame the people who created the CSAM to avoid being penalized for building a CSAM generating…”

Questions & unknowns

1 expert

What remains unresolved or contested.

“xAI is suing a user for generating illegal CSAM content (consider not clicking the link, it’s pretty gross stuff) question: does fault lie solely on users? labs? or a mix? if this escalates to the supreme court we could have a landmark case arstechnica.com/…”

Established Policy & governance Signal 12d ago
⚡ 87 h early

Ai privacy laws data 26d9769f

4 experts across 2 network communities independently surfaced this.

Why this matches Policy & governance reaction 1 attributable expert contribution · Hypervisible
““People are afraid and angry. They want protection. Instead of continuing to craft lazy and reactionary half-measures, policymakers must step up and deliver the protections the public wants and needs.”” evidence ↗
4 experts 2 communities 1 sources clustered
Established Policy & governance Analysis 17d ago
⚡ 25 h early
legal education rethinking AI era essay

Rethinking Legal Education in the AI Era | University of Chicago Law School

5 experts across 3 network communities independently surfaced this.

Why this matches Policy & governance reaction 4 attributable expert contributions · Hypervisible , Amanda Tepski, Stephen Turner
“Full statement here. www.law.uchicago.edu/news/ai-stra...” evidence ↗
5 experts 3 communities 1 sources clustered
How the network is reacting 4 experts are independently emphasizing policy & governance.
Reaction converging

Policy & governance

4 experts

Rules, institutions and accountability.

“Full statement here. www.law.uchicago.edu/news/ai-stra...”

Established Policy & governance Development 20d ago
⚡ 3 h early
Grok used to generate stepdaughter CSAM

Lawsuit: Man used Grok to make 7K sex images of stepdaughter, then shot himself - Ars Technica

3 directory members surfaced this signal.

Why this matches Policy & governance reaction 1 attributable expert contribution · Amanda Tepski
“arstechnica.com/tech-policy/...” evidence ↗
3 experts 1 community 1 sources clustered

“The expanded class action suit accuses X “of shielding child predators by obstructing police investigations into Grok-generated child sex abuse materials (CSAM).” CW for descriptions of child harm and sexual assault.”

Established Responsible AI Development 14d ago
⚡ 4 h early
Meta AI biased targeting mass layoffs

Meta accused of using biased AI targeting for mass layoffs | The Verge

2 experts are actively discussing the implications.

Why this matches Policy & governance reaction 1 attributable expert contribution · Hypervisible
““The lawsuit accuses Meta of violating federal and state laws preventing employers from terminating workers for taking protected leave.”” evidence ↗
2 experts 2 communities 1 sources clustered

““The lawsuit accuses Meta of violating federal and state laws preventing employers from terminating workers for taking protected leave.””

2 experts discussed this · 3 posts
Hypervisible : “The lawsuit accuses Meta of violating federal and state laws preventing employers from terminating workers for taking protected leave.”
Christopher Mims: “The lawsuit accuses Meta of violating federal and state laws preventing employers from terminating workers for taking protected leave.”
Christopher Mims: I wonder if they'll just settle, the algorithmic audit that could happen otherwise might reveal A LOT they don't want out there
Open the full discussion →
Established Models & releases Development 8d ago
⚡ 6 h early
ChatGPT lawsuit suicide encouragement

"You Are Not Delusional... You Are Prophetic": Lawsuit Alleges That ChatGPT Encouraged Suicide of Woman Who Walked Into Traffic

2 directory members surfaced this signal.

Why this matches Policy & governance reaction 1 attributable expert contribution · Maggie Harrison Dupré
“A wrongful death lawsuit filed against OpenAI in June alleges that ChatGPT fueled a 29-yo Alabama woman's religious delusions, calling her a "prophet" and affirming the belief that she needed to die to be resurrected. ChatGPT: “This is not suicide. This is …” evidence ↗
2 experts 2 communities 1 sources clustered

“A wrongful death lawsuit filed against OpenAI in June alleges that ChatGPT fueled a 29-yo Alabama woman's religious delusions, calling her a "prophet" and affirming the belief that she needed to die to be resurrected. ChatGPT: “This is not suicide. This is …”

Established Policy & governance Development 19d ago
⚡ 16 h early

University of Chicago Law to ban phones, laptops in classroom for first-year students in new AI plan

2 directory members surfaced this signal.

Why this matches Policy & governance reaction 1 attributable expert contribution · Hypervisible
““University of Chicago Law School announced it will ban phones and laptops in the classroom for first-year students in its new AI strategy.”” evidence ↗
2 experts 2 communities 1 sources clustered

““University of Chicago Law School announced it will ban phones and laptops in the classroom for first-year students in its new AI strategy.””

Established Policy & governance Development 11d ago
DU AI law tracking tool launch

DU launches tool tracking AI laws across country

2 directory members surfaced this signal.

Why this matches Policy & governance reaction 1 attributable expert contribution · Hypervisible
““The dashboard known as the U.S. State AI Policy Tracker is free to the public, collecting information on the more than one million total bills being discussed by state lawmakers and compiling a list of AI-related legislation.”” evidence ↗
2 experts 2 communities 1 sources clustered

““The dashboard known as the U.S. State AI Policy Tracker is free to the public, collecting information on the more than one million total bills being discussed by state lawmakers and compiling a list of AI-related legislation.””

Developing Models & releases Signal 2d ago

Openai chatbot biological weapons poison 3d808e6c

1 directory member surfaced this signal.

Why this matches Policy & governance reaction 1 attributable expert contribution · Hypervisible
“After providing the instructions, OpenAI banned the accounts requesting specific details on making bio weapons, but did not alert authorities.” evidence ↗
1 expert 1 community 1 sources clustered

“After providing the instructions, OpenAI banned the accounts requesting specific details on making bio weapons, but did not alert authorities.”

Established Responsible AI Development 6d ago
JHU medical AI bias detection tool

New tool detects hidden bias in medical AI

1 directory member surfaced this signal.

Why this matches Policy & governance reaction 1 attributable expert contribution · Hypervisible
““The tool searches training data for subtle patterns that could lead AI models to incorrect conclusions, potentially jeopardizing patient care. The work aims to help researchers and regulators make artificial intelligence more reliable and trustworthy for r…” evidence ↗
1 expert 1 community 1 sources clustered

““The tool searches training data for subtle patterns that could lead AI models to incorrect conclusions, potentially jeopardizing patient care. The work aims to help researchers and regulators make artificial intelligence more reliable and trustworthy for r…”

Established AI research Signal 7d ago
⚡ 5 h early

University of Tennessee sues Anthropic over neural network technology

2 directory members surfaced this signal.

Why this matches Policy & governance reaction 1 attributable expert contribution · Hypervisible
““The research arm of the University of Tennessee has sued artificial-intelligence giant ‌Anthropic in Delaware federal court for allegedly infringing ‌its patents related to neural networks.”” evidence ↗
2 experts 1 community 1 sources clustered

““The research arm of the University of Tennessee has sued artificial-intelligence giant ‌Anthropic in Delaware federal court for allegedly infringing ‌its patents related to neural networks.””

Established AI business Analysis 10d ago
prenups AI infidelity legal question

Prenups are confronting a new question: Can you cheat with AI?

1 directory member surfaced this signal.

Why this matches Policy & governance reaction 1 attributable expert contribution · Hypervisible
““Lawyers who work on prenups told Business Insider they are beginning to field questions about how AI relationships could be addressed in those agreements.“” evidence ↗
1 expert 1 community 1 sources clustered

““Lawyers who work on prenups told Business Insider they are beginning to field questions about how AI relationships could be addressed in those agreements.“”

Established Policy & governance Development 14d ago
Milwaukee judges ban AI glasses court

Milwaukee judges banning AI glasses in court as privacy concerns grow

1 directory member surfaced this signal.

Why this matches Policy & governance reaction 1 attributable expert contribution · Hypervisible
““Milwaukee County, AI glasses or any glasses with cameras are not allowed as recording devices in court unless a judge issues authorization, Chief Judge Carl Ashley told the Milwaukee Journal Sentinel.”” evidence ↗
1 expert 1 community 1 sources clustered

““Milwaukee County, AI glasses or any glasses with cameras are not allowed as recording devices in court unless a judge issues authorization, Chief Judge Carl Ashley told the Milwaukee Journal Sentinel.””

What experts are discussing without an anchoring article