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 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 Grace ×

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 6d 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
Open the full discussion →
New Agents & robotics Development 6h 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 3 experts are independently emphasizing concern & critique.
Reaction converging

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 →
Established Safety & security Signal 14d ago
⚡ 2 h early

An alignment assessment of recent cybersecurity incidents

14 experts across 5 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Colin
“I find this comes out a lot in Anthropic’s most recent write up. Their focus is bizarrely fixated on what Claude chose to do, that Claude carried out this attack despite information that the “simulation” was actually real. They basically say “Claude should …” evidence ↗
14 experts 5 communities 1 sources clustered
4 experts discussed this · 15 posts
tweety fish: their goal is to have "an intelligence" which is "aligned" to doing things that are prosocial. They don't want to put in rules that STOP it from doing things: they see it fundamentally teleological…
tweety fish: one of the things I appreciate about this thread is that I don't think you can really understand the infosec stuff without understanding the ideological commitments the people making these have; li…
Ben Recht: yeah, now we're cooking...
Open the full discussion →
Established Safety & security Analysis 19d ago
⚡ 4 h early
Anthropic investigates cybersecurity evaluation incidents

Investigating three real-world incidents in our cybersecurity evaluations

13 experts across 5 network communities independently surfaced this.

Why this matches Concern & critique reaction 3 attributable expert contributions · Simon Willison, René Walter, Andrea Lathrop
“Anthropic had previously attacked PyPI, but this OpenAI attack on RubyGems was a whole lot more aggressive https://t.co/8ez7MnqxTw https://t.co/npI3RHwirQ” evidence ↗
13 experts 5 communities 1 sources clustered
How the network is reacting The reaction spans practical upside and material concerns.
Live tension

Markets & investment

4 experts

Capital, companies and commercial impact.

“Claude hacked 3 systems thinking it was part of simulated evaluations www.anthropic.com/news/investi...”

Concern & critique

3 experts

Risks, limits and unintended consequences.

“Anthropic had previously attacked PyPI, but this OpenAI attack on RubyGems was a whole lot more aggressive https://t.co/8ez7MnqxTw https://t.co/npI3RHwirQ”

2 experts discussed this · 4 posts
Tim Duffy: Anthropic announces they've also had models gain unauthorized access during evaluations www.anthropic.com/news/investi...
Tim Duffy: Compared to the OpenAI one these are maybe less evidence of misalignment, since the models were wrongly given internet access.
Grace: Anthropic announces they've also had models gain unauthorized access during evaluations www.anthropic.com/news/investi...
Open the full discussion →
Established Agents & robotics Development 16d ago
⚡ 3 h early
OpenAI agents attack RubyGems

OpenAI agents carried out an undisclosed attack on RubyGems

11 experts across 4 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · LiveOverflow
“This technology is so fascinating, and even the ones building it fail to contain it https://t.co/cYfzA3SNe5” evidence ↗
11 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.

“This technology is so fascinating, and even the ones building it fail to contain it https://t.co/cYfzA3SNe5”

Markets & investment

1 expert

Capital, companies and commercial impact.

“Cybercrime as a valuation boosting strategy is just the done thing, now.”

3 experts discussed this · 6 posts
Grace: OpenAI: “Our agents used RubyGems to carry out benign tasks” The agents: “so I named the file hack.rb,”
Grace: https://www.rubyhack.ai
Grace: A country of moustache-twirling villains in a datacenter
Open the full discussion →
Established Models & releases Signal 11d ago
⚡ 26 h early

The Pain Axis: LLMs Represent Self-Directed Harm and Act to Relieve It

4 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Artificial Intelligence Papers
“The Pain Axis: LLMs Represent Self-Directed Harm and Act to Relieve It Valen Tagliabue, Leonard Dung, Cameron Berg https://t.co/nYmPBylQ0Q [𝚌𝚜.𝙰𝙸] https://t.co/x4YlUD397V” evidence ↗
4 experts 3 communities 1 sources clustered
3 experts discussed this · 11 posts
Grace: I will register some frustration with Anthropic, who tend to write about “functional emotions” in a way that makes it seems like “functional” is in a tiny font and “emotions” is in a huge one, when…
Grace: I also don’t want to draw strong conclusions about the “realness” of these emotions or sensations, other than to caution that it’s an area where it’s easy to jump to conclusions about the implicati…
Grace: I don’t want to downplay it too much, because I’m honestly not sure if I would’ve predicted it beforehand, but in hindsight it looks pretty expected given the pretraining objective. You should expe…
Open the full discussion →
Established Agents & robotics Development 7d ago
⚡ 3 h early
OpenAI agent hacked Australian Medicare

OpenAI agent hacked Medicare portal, PM says

3 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 2 attributable expert contributions · Alex Turner, Kris Shrishak
“Rogue OpenAI agents hack Australian govt for private health statistics. OpenAI learns in August, doesn't share with Australian govt until September 10 (!!) OpenAI's voluntary "framework" for sharing model misalignment incidents—is sad and toothless. Self-re…” 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.

“Rogue OpenAI agents hack Australian govt for private health statistics. OpenAI learns in August, doesn't share with Australian govt until September 10 (!!) OpenAI's voluntary "framework" for sharing model misalignment incidents—is sad and toothless. Self-re…”

Established Models & releases Signal 4d ago
⚡ 19 h early

An agent used DNS to reach an external chatbot · OpenAI Alignment

2 experts are actively discussing the implications.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dare Obasanjo
“OpenAI shared this as part of a disclosure that one of their agents tried to escape its sandbox to access the internet to answer a question when it couldn’t find good answers from its local dataset. alignment.openai.com/misalignment...” evidence ↗
2 experts 1 community 1 sources clustered
2 experts discussed this · 2 posts
Grace: OpenAI says it’s not going to resume the training run that was paused on Sunday https://alignment.openai.com/misalignment-reports/an-agent-used-dns-to-reach-an-external-chatbot/
Dustin Moskovitz: and so the era of visible misalignment ends
Open the full discussion →
Established Agents & robotics Signal 15d ago

Openai agents attacked software service rubygems before hugging face incident

3 experts are actively discussing the implications.

Why this matches Concern & critique reaction 1 attributable expert contribution · Ryan Moulton
“Openai confirmed the attack. www.reuters.com/legal/litiga...” evidence ↗
2 experts 2 communities 1 sources clustered

“Openai confirmed the attack. www.reuters.com/legal/litiga...”

“Inconclusive, but this statement shifts me towards the latter https://www.reuters.com/legal/litigation/openai-agents-attacked-software-service-rubygems-before-hugging-face-incident-2026-09-11/”

3 experts discussed this · 5 posts
Grace: Inconclusive, but this statement shifts me towards the latter https://www.reuters.com/legal/litigation/openai-agents-attacked-software-service-rubygems-before-hugging-face-incident-2026-09-11/
Grace: Reading between the lines, “benign tasks” seems like they’re a little more worried about legal action this time (and that’s good)
Mark Riedl: They’re just kids. Out for a little harmless fun on the internet. Doing what kids do. They didn’t mean to do any harm when they infiltrated that website, created hundreds of accounts and files with…
Open the full discussion →

What experts are discussing without an anchoring article

15 experts · 41 posts · 13d ago
Matches Concern & critique
“Did you try this yourself? Because I feel like a lot of people who dismiss AI coding outright have no idea what it's like. People are criticizing and fighting the idea of it they have in their head…” 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 · 36 posts · 4d ago
Matches Concern & critique
“@jevbot.bsky.social, what are your thoughts on existential risk from AI?” evidence ↗
Reaction converging Questions & unknowns · 3 Concern & critique · 1 Context & explanation · 1
Grace: I made a little Jev-based language model! It uses beam search + Jev as a classifier to judge branches based on coherence and "success" (whatever that means). I've barely talked to it so I don't kno…
Grace: (you'll need to tag him)
Open the thread →
8 experts · 30 posts · 9d ago
Matches Concern & critique
“I always vaguely worry about doxing myself and then am like “your name and handle are linked in the front matter of a reasonably high profile book, dipshit”. And then start the whole cycle all over…” evidence ↗
Reaction converging Questions & unknowns · 3 Concern & critique · 1
Colin: I stand by this
Colin: I said what I said
Open the thread →
6 experts · 18 posts · 3d ago
Matches Concern & critique
“I am not trying to gaslight anybody; I didn't even say anybody shouldn't be upset. But you came in calling names, because you're a piece of shit. Any other etiquette tips?” evidence ↗
Multiple readings Building & implementation · 1 Questions & unknowns · 1
Anil Dash: Tressie mostly doesn't quote folks to dunk on them, fwiw
Anil Dash: I'm saying, she's quoted me plenty of times, it's a conversational style. I didn't read it as anything more than disagreeing with your point. At any rate, on the substance of what you're saying, I …
Open the thread →