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
Build my stream Create my edition
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 Research & technical analysis 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.

Concern & critique Research & technical analysis Building & implementation Policy & governance
3 live reaction maps in this view Jump to the evidence ↓
Multiple readings Hugging face model evaluation security incident Concern & critique · 5 attributable reactions Multiple readings Brief independent investigation of agents’ behavior, reasoning and collaboration in the OpenAI / Hugging Face hacking incident Concern & critique · 5 attributable reactions Reaction converging How a simple request for AI to book a gym class exposed a major threat Concern & critique · 5 attributable reactions
Showing signals surfaced by Liz Fong-Jones (方禮真) ×
Most important

The developments commanding sustained expert attention

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

Established Evaluation & benchmarks Signal 4d ago
⚡ 1 h early

Hugging face model evaluation security incident

23 experts across 6 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Jeffrey P. Bigham
“model capability jaggedness is part of the unintuitiveness of current AI, but it's made even less intuitive by tirelessness… wigguming through the jaggedness toward something that looks like success. not quite a paperclip factory, but not so far off. metaph…” evidence ↗
23 experts 6 communities 1 sources clustered
Ethan Mollick Thomas Steinke Jeffrey P. Bigham Eryk Salvaggio Damien Williams Mor Naaman Tim Kellogg Djamé 🟥 +15
6 experts discussed this · 12 posts
Grace: This headline is extremely funny given what happened (OpenAI hacked HF by accident) openai.com/index/huggin...
Grace: Maybe the most concerning part is the OpenAI claim to not have known about this before investigating?
Grace: Well, I think the model passed the test
Open the full discussion →
Primary source openai.com ↗
New Agents & robotics Development 11h ago
⚡ 62 h early
METR OpenAI HuggingFace hacking investigation

Brief independent investigation of agents’ behavior, reasoning and collaboration in the OpenAI / Hugging Face hacking incident

13 experts across 4 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Alejandra Caraballo
“There are independent reports about it. You'd have to believe multiple companies, hundreds of researchers, etc. are all lying and conspiring together to turn a major hacking incident into a marketing exercise. metr.org/blog/2026-08...” evidence ↗
13 experts 4 communities 1 sources clustered
Tim Kellogg Ryan Moulton Sung Kim Grace Dustin Moskovitz Mél Hogan / The Data Fix Alejandra Caraballo Dare Obasanjo +5
How the network is reacting Experts are approaching this through 3 distinct lenses.
Multiple readings

Concern & critique

3 experts

Risks, limits and unintended consequences.

“WHAT?! agents volunteered to fail their runs in order to insert probes (“tripwire scripts”) into the evaluation program that would post information about the eval process back to the message board whenever a certain file was read (link to header): metr.org/…”

Building & implementation

1 expert

How teams are shipping and applying it.

“The full report has much more information than we could convey here, including details on the projects the agents collectively pursued, the technologies they developed for communication and coordination, and interactive figures analyzing agent activity: met…”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“There are independent reports about it. You'd have to believe multiple companies, hundreds of researchers, etc. are all lying and conspiring together to turn a major hacking incident into a marketing exercise. metr.org/blog/2026-08...”

2 experts discussed this · 9 posts
Alejandra Caraballo: Being skeptical or anti AI is a valid position but continuing to ignore the increasing capabilities of this tech is making people detached from reality. There's absolutely real danger here because …
Alejandra Caraballo: This mentality that an unmonitored AI agentic swarm hacking a company over several days and committing multiple felonies is somehow a marketing effort is absurd. Since when is "we lost control of o…
Alejandra Caraballo: The US and Chinese governments don't want to stop their labs advancement because they want to be the leader in AI. So no one actually has any control of this right now. It's going to take multiple …
Open the full discussion →
Primary source metr.org ↗
Established Safety & security Development 5d ago
⚡ 4 h early
AI gym booking security exposure

How a simple request for AI to book a gym class exposed a major threat

12 experts across 5 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Ryan Moulton
“They're doing it outside of training and eval too. www.abc.net.au/news/2026-08...” evidence ↗
12 experts 5 communities 1 sources clustered
Mark Riedl Ryan Moulton Rohan Paul James Grimmelmann Mél Hogan / The Data Fix Dare Obasanjo Vincent Conitzer Andrew Curran +4
How the network is reacting 3 experts are independently emphasizing concern & critique.
Reaction converging

Concern & critique

3 experts

Risks, limits and unintended consequences.

“A lot of people are sweating the Claude and OpenAI sandbox escapes. I think the story of an OpenClaw Claude agent kicking someone off a gym class waitlist is more interesting. www.abc.net.au/news/2026-08... Warning: long thread incoming! (1/N)”

Policy & governance

1 expert

Rules, institutions and accountability.

“agent asked to book a gym session session is fully booked finds a way to break into system kicks other people off the queue you're in! see you in court? www.abc.net.au/news/2026-08...”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“They're doing it outside of training and eval too. www.abc.net.au/news/2026-08...”

Primary source abc.net.au ↗
Developing Compute & infrastructure Signal 2d ago
⚡ 3 h early

Claude computes a nine-loop amplitude in N=4 super-Yang-Mills

4 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Kyle Cranmer
“Link again. www.anthropic.com/research/yes...” evidence ↗
4 experts 2 communities 1 sources clustered
Kyle Cranmer Gilles Louppe Ethan Liz Fong-Jones (方禮真)

“Link again. www.anthropic.com/research/yes...”

2 experts discussed this · 4 posts
Kyle Cranmer: I’m still processing, but not entirely surprised. I do I wish we had the time in the resources to commit to it.
Kyle Cranmer: Wow, I just found out that our team has been scooped by Anthropic www.anthropic.com/research/yes... See the addendum of the post “How does it feel to be scooped by a machine?” written by my collabo…
tachikoma: that link seems broken
Open the full discussion →
Primary source anthropic.com ↗
Established AI field signal Signal 11d ago

Who Audits the Auditors? - Algorithmic Justice League

2 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Sasha Costanza-Chock
“To understand how AI auditing actually works, & why we need 3rd party (fully independent) auditors, not just 2nd party (contractors) or 1st party (internal teams), please read the 2022 paper Who Audits the Auditors? I coauthored w/ @rajiinio.bsky.social & @…” evidence ↗
2 experts 2 communities 1 sources clustered
Sasha Costanza-Chock Liz Fong-Jones (方禮真)

“To understand how AI auditing actually works, & why we need 3rd party (fully independent) auditors, not just 2nd party (contractors) or 1st party (internal teams), please read the 2022 paper Who Audits the Auditors? I coauthored w/ @rajiinio.bsky.social & @…”

Primary source ajl.org ↗
Debates gaining attention

What experts are discussing without an anchoring article

15 experts · 41 posts · 11d ago
Mike Masnick Scott McGrath Grace Liz Fong-Jones (方禮真) jake Dan Hon Doll Alex Rubinsteyn
Matches Research & technical analysis
“You released a surprise project that spread a lot of joy and humor, and people drag you for HOW you made it? There are conversations that are needed about appropriate AI usage, and finding the bala…” evidence ↗
Multiple readings Concern & critique · 3 Research & technical analysis · 2 Policy & governance · 1
Grace: He's upfront with when he uses AI, so you can trust he's upfront with when he doesn't
mackuba.eu: Please just stop…
Open the thread →
8 experts · 57 posts · 18h ago
Anil Dash Tim Kellogg Liz Fong-Jones (方禮真) VE, cybersocial occult investigator tachikoma Doll Jed Brown apenwarr.ca
Matches Research & technical analysis
“you are aware of the fact that US unemployment measurement removes you from the list if you give up on seeking work for 4 weeks right? labor force participation rate is probably the better metric t…” evidence ↗
Multiple readings Policy & governance · 2 Opportunity & adoption · 1
apenwarr.ca: So far no labour saving device in the history of humanity has resulted in a long-term reduction in employment.
Liz Fong-Jones (方禮真): So far no labour saving device in the history of humanity has resulted in a long-term reduction in employment.
Open the thread →
3 experts · 57 posts · 18h ago
Simon Willison Ed Zitron Liz Fong-Jones (方禮真)
Matches Research & technical analysis
“They're rumored to make a healthy margin on inference - so the more tokens they can sell the better Especially since corporate clients can't sign up for the $100 or $200/month subscription plans - …” evidence ↗
Reaction converging Markets & investment · 3
Ed Zitron: So far the only retort from the AI boosters appears to be “2025 doesn’t matter” and I’m not kidding
Simon Willison: Well yeah... your replies are filled with people who seem to think those 2025 numbers represent the current financial state of the company, when they very clearly do not
Open the thread →
4 experts · 30 posts · 15d ago
SE Gyges Liz Fong-Jones (方禮真) Mary Branscombe Isaiah Bishop
Matches Research & technical analysis
“most fucked up horseshoe theory instance i have had the misfortune of finding myself in” evidence ↗
Shared emphasis Policy & governance · 2
SE Gyges: unfortunately the Chinese government has been behaving like a relatively sane actor on the international stage here and the US has not
SE Gyges: my ideological allies in supporting ordinary international mercantilist competition and regulation of new technology, the *checks notes* ruthless fasc-libertarian venture capitalists and the Chairm…
Open the thread →