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 developments with attributable Concern & critique 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 Liz Fong-Jones (方禮真) ×

What is moving across the network now

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

Developing Agents & robotics Development 1d 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 Concern & critique reaction 3 attributable expert contributions · Tim Kellogg, Mél Hogan / The Data Fix, René Walter
“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/…” evidence ↗
13 experts 4 communities 1 sources clustered
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 …
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Established Evaluation & benchmarks Signal 5d ago
⚡ 1 h early

Hugging face model evaluation security incident

23 experts across 6 network communities independently surfaced this.

Why this matches Concern & critique reaction 3 attributable expert contributions · Ethan Mollick, Vincent Conitzer, Liz Fong-Jones (方禮真)
“Previously, these AI hacking stories were about breaches in test environments, where any question of AI breaching security was purely theoretical. This is something else. openai.com/index/huggin...” evidence ↗
23 experts 6 communities 1 sources clustered
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
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Established Safety & security Development 6d 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 Concern & critique reaction 3 attributable expert contributions · Mark Riedl, Dare Obasanjo, CAMERON WILSON
“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)” evidence ↗
12 experts 5 communities 1 sources clustered
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...”

Established Agents & robotics Development 3d ago
⚡ 3 h early
OpenAI agent hacked Australian Medicare

How OpenAI agents tried to thwart cybersecurity amid Medicare hack

3 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 2 attributable expert contributions · Liz Fong-Jones (方禮真), CAMERON WILSON
“meanwhile www.abc.net.au/news/2026-09... attacking a sovereign state is not a smart move, openai!” evidence ↗
3 experts 3 communities 1 sources clustered
How the network is reacting 2 experts are emphasizing concern & critique.
Shared emphasis

Concern & critique

2 experts

Risks, limits and unintended consequences.

“meanwhile www.abc.net.au/news/2026-09... attacking a sovereign state is not a smart move, openai!”

3 experts discussed this · 3 posts
CAMERON WILSON: NEW: OpenAI's agents also tried unsuccessfully to hack another Australian government agency, say researchers who believe this is "first reported instance of agents hacking a government". They claim…
Liz Fong-Jones (方禮真): NEW: OpenAI's agents also tried unsuccessfully to hack another Australian government agency, say researchers who believe this is "first reported instance of agents hacking a government". They claim…
Liz Fong-Jones (方禮真): ANOTHER?
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What experts are discussing without an anchoring article

8 experts · 58 posts · 1d ago
Matches Concern & critique
“So there's a sort of survivorship bias. There are still lots of "jobs", but they go to the people who are still alive & in the job market after the last cohort gets gutted. The artists whose work i…” 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 →
7 experts · 34 posts · 2d ago
Matches Concern & critique
“... yes, and she's the perpetrator of abuse, not just "concerns" about her. Have you read @poisonivy.bsky.social's articles?” evidence ↗
Reaction converging Questions & unknowns · 3
Liz Fong-Jones (方禮真): "it's just an optional after hours event that just happens to have all of your colleagues in positions of power"
Doll: @tautologer.com Good on you btw for standing up to this
Open the thread →
7 experts · 19 posts · 6d ago
Matches Concern & critique
“omg "Effective Altruists and Rationalists, like squid, spray ink when threatened." I snorted” evidence ↗
Multiple readings Concern & critique · 1 Context & explanation · 1
SE Gyges: AI Safety Is Mostly A Sex Cult In Berkeley, California Intended to explain: 1) Eliezer Yudkowsky 2) Rationalism 3) Bay Area Effective Altruism 4) AI Safety 5) Ideologies and organizations concerned…
SE Gyges: substantively true
Open the thread →
3 experts · 57 posts · 1d ago
Matches Concern & critique
“And you know this! You know that a Reuters article about Anthropic's 2025 numbers is going to mislead people who are unaware of how much their revenue changed this year” 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 →