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.

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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 Tim Kellogg ×

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 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 →
Established AI field signal Signal 20d ago
⚡ 19 h early

cims.nyu.edu

19 experts across 6 network communities independently surfaced this.

Why this matches Concern & critique reaction 2 attributable expert contributions · Emad, Tim Kellogg
“Wow, Navier-Stokes drama This statement is worth reading in full from Tristan Buckmaster discussing his work with @__alpoge__ and OpenAI’s upcoming Condition C/D result (!) Crazy https://t.co/EnCVLyjgEZ https://t.co/ZLqBagNNcX https://t.co/3zFFth8uYd” evidence ↗
19 experts 6 communities 1 sources clustered
2 experts discussed this · 2 posts
Kashmir Hill: Did not wake up realizing that “did OpenAI cheat on the homework” would be the most exciting social media drama of the day cims.nyu.edu/~tristanb/st...
Alondra Nelson: Did not wake up realizing that “did OpenAI cheat on the homework” would be the most exciting social media drama of the day cims.nyu.edu/~tristanb/st...
Alondra Nelson: Indeed!
Open the full discussion →
Established Models & releases Development 15d ago
⚡ 1 h early
Anthropic AI misuse September report

Countering misuse of AI: September 2026 / Anthropic

18 experts across 4 network communities independently surfaced this.

Why this matches Concern & critique reaction 8 attributable expert contributions · Hypervisible , Jason Koebler, Tim Kellogg
“Report here. www.anthropic.com/threat-intel...” evidence ↗
18 experts 4 communities 1 sources clustered
How the network is reacting 7 experts are independently emphasizing concern & critique.
Reaction converging

Concern & critique

7 experts

Risks, limits and unintended consequences.

“Report here. www.anthropic.com/threat-intel...”

Building & implementation

1 expert

How teams are shipping and applying it.

“Thomson Reuters announced it is moving off Claude to Alibaba's Qwen to cut costs. From today's Anthropic report: Alibaba extracted 151M+ Claude exchanges to help train Qwen. TR now deploys Westlaw on a vast trove of stolen US IP. @AnthropicAI's report: http…”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“@kotekjedi_ml Here Ant's report https://t.co/22vHruWVqH And the paper from @kotekjedi_ml @DavidSchmotz @iliaishacked https://t.co/wuCpNZaQ0d”

New Agents & robotics Development 23h 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 …
Open the full discussion →
Established Safety & security Signal 12d 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 AI field signal Signal 19d ago
⚡ 7 h early

Navier stokes solution

14 experts across 6 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Gabriela Zanfir-Fortuna
“The same day the OECD publishes alarming PISA test results for kids around the world steeply declining in cognitive tests, OpenAI announces this feat. Is it Poe poetry? Coincidence? Tragicomedy? It’s something for sure. openai.com/index/navier...” evidence ↗
14 experts 6 communities 1 sources clustered
3 experts discussed this · 12 posts
Colin: Drama and palace intrigue aside, can anyone interpret what all of this implies about the status of Navier-Stokes? I don’t understand what anyone is saying.
Colin: It seems to me that where we stand is OpenAI is sitting on a 100 page PDF that claims to have solved (a version of) the Navier-Stokes problem and no person in the world knows if it's correct or not.
Colin: - OpenAI claims to have more-or-less done this tedious technical grinding to produce a resolution to NS proper, at least one version of it. - which they bizarrely offered authorship of this to Buck…
Open the full discussion →
Established AI field signal Signal 17d ago
⚡ 56 h early

An alien mind

14 experts across 6 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Jakub Pachocki
“I wrote about the state of AI, why I’m concerned about the next few years, and the choices we need to make to keep the future in humanity’s hands. An Alien Mind: https://t.co/FeIfWNe0UE” evidence ↗
14 experts 6 communities 1 sources clustered
Established Models & releases Analysis 4d ago
⚡ 2 h early
Amodei pace AI frontier essay

Dario Amodei — We Must Pace the Frontier

16 experts across 5 network communities independently surfaced this.

Why this matches Concern & critique reaction 3 attributable expert contributions · Will Oremus, David Kaye, Jane Rosenzweig
“the thing that's being criticized here is literally a call for regulation and restraint darioamodei.com/post/we-must...” evidence ↗
16 experts 5 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.

“the thing that's being criticized here is literally a call for regulation and restraint darioamodei.com/post/we-must...”

Policy & governance

1 expert

Rules, institutions and accountability.

“https://t.co/Ay1GZ7QBV5 (btw @ErikHovenkamp - see the final footnote: "1 With government mediation or waivers of antitrust restrictions.")”

Building & implementation

1 expert

How teams are shipping and applying it.

“Dario is back with another essay, urging a slowdown he insists AI development would still feel fast, just not recursively self-improving darioamodei.com/post/we-must...”

3 experts discussed this · 21 posts
Tim Kellogg: Dario is back with another essay, urging a slowdown he insists AI development would still feel fast, just not recursively self-improving darioamodei.com/post/we-must...
david-p-reichert.bsky.social: Dario is back with another essay, urging a slowdown he insists AI development would still feel fast, just not recursively self-improving darioamodei.com/post/we-must...
Dustin Moskovitz: knight ajeya you cowards
Open the full discussion →
Accelerating Models & releases Analysis 6h ago
⚡ 7 h early
Anthropic report GLM-5.3 cyber spread

GLM-5.3 and the spread of advanced cyber capabilities

5 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 2 attributable expert contributions · Ethan Mollick, mackuba.eu
“Leaving aside Anthropic's incentives for publishing this research, there is no doubt that open weights models will soon create the same security threats that closed source models have been demonstrating, except without guardrails. We are close, so plan acco…” evidence ↗
5 experts 2 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Concern & critique

2 experts

Risks, limits and unintended consequences.

“Hey you guys shouldn't be advertising competition for free 😛”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“Anthropic releases a detailed research advertisement for GLM-5.3 as an alternative to Fable in cybersecurity www.anthropic.com/research/glm...”

Established Models & releases Signal 11d ago
⚡ 40 h early

Hackers used anthropics claude to break into openai b40ba883

4 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Tim Kellogg
“Two weeks after the Huggingface incident, attackers broke into OpenAI’s internal systems using Opus 5 and gained write access to their Git repos www.wsj.com/tech/ai/hack...” evidence ↗
4 experts 3 communities 1 sources clustered

“Two weeks after the Huggingface incident, attackers broke into OpenAI’s internal systems using Opus 5 and gained write access to their Git repos www.wsj.com/tech/ai/hack...”

“At this point just about every headline of the form "[noun] used [noun] to hack [noun]" is plausible. www.wsj.com/tech/ai/hack...”

2 experts discussed this · 2 posts
Vincent Conitzer: At this point just about every headline of the form "[noun] used [noun] to hack [noun]" is plausible. www.wsj.com/tech/ai/hack...
Mark Riedl: I've already put that in my fake news bot @brakingainews.bsky.social Literally: "#redteamers# used #aimodel# to #hackverb# #company#"
Open the full discussion →
New Models & releases Signal 23h ago

Openai chatgpt model release cancel safety 5a2f9f42

2 directory members surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Tim Kellogg
“OpenAI scrapped their plan to launch Astra 6.1 over concerns around deceptive behavior www.wsj.com/tech/ai/open...” evidence ↗
2 experts 2 communities 1 sources clustered
Established AI field signal Signal 15d ago
⚡ 8 h early

Attackers Steal METR API Key and Consume AI Credits Worth About $600,000

3 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 2 attributable expert contributions · Mark Riedl, Tim Kellogg
“METR vibe-coded a website and expose an API key that gave an attacker access to $600k worth of compute. But don't worry, METR has been named by Dario Amodei as one of the organizations that is going to audit AI safety at Anthropic. thehackernews.com/2026/09…” evidence ↗
3 experts 3 communities 1 sources clustered
3 experts discussed this · 5 posts
Tim Kellogg: METR, the AI Safety & Eval firm, experienced a breach in which attackers stole $600k worth of API credits thehackernews.com/2026/09/atta...
Sung Kim: Isn't that kind of expected. I mean, they're just AI researchers, who probably feels additional security layers are inconvenient.
Tim Kellogg: yeah, a lot odd people saw this and assumed METR is cyber security
Open the full discussion →
Established Culture, work & education Signal 10d ago
⚡ 23 h early

Partnering with Accenture on embedded evaluation

2 directory members surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dare Obasanjo
“Anthropic’s big AI safety move being to partner with Accenture as its “independent” evaluator to monitor that their AI agents don’t go rogue is actually hilarious. I feel like a victim of a guerrilla marketing campaign.” evidence ↗
2 experts 2 communities 1 sources clustered
Developing Models & releases Signal 1d ago

Openai scraps release of new ai model over safety

1 directory member surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Tim Kellogg
“Last week they paused the training runs for some of its most capable models after a sandbox escape www.reddit.com/r/singularit...” evidence ↗
1 expert 1 community 1 sources clustered

“Last week they paused the training runs for some of its most capable models after a sandbox escape www.reddit.com/r/singularit...”

Developing Models & releases Signal 1d ago

Openai scraps release of new ai model over safety

1 directory member surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Tim Kellogg
“Last week they paused the training runs for some of its most capable models after a sandbox escape www.reddit.com/r/singularit...” evidence ↗
1 expert 1 community 1 sources clustered

“Last week they paused the training runs for some of its most capable models after a sandbox escape www.reddit.com/r/singularit...”

What experts are discussing without an anchoring article

8 experts · 57 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 →
8 experts · 33 posts · 14d ago
Matches Concern & critique
“Harnesses are lightweight. But the harness needs to call back to its model. It hasn’t really escaped then. One knows exactly where the model is and shut it down the harness or the model or block th…” evidence ↗
Multiple readings Questions & unknowns · 2 Concern & critique · 1 Building & implementation · 1
Mark Riedl: Any competent IT professional: Hey boss, what is this 8TB file doing on our server, and why is it executing continuously on 3TB of VRAM? Any competent IT manager: what ever it is, shut it down.
Mark Riedl: Do openAI and Anthropic employees not understand how computers work.
Open the thread →
7 experts · 28 posts · 19d ago
Matches Concern & critique
“keep in mind you’re experiencing selection bias — everyone you talked to already left the country” evidence ↗
Multiple readings Concern & critique · 2 Questions & unknowns · 2 Building & implementation · 1
Tim Kellogg: 8 very interesting plots regarding AI sentiment
Tim Kellogg: tbc these are opinions, and while it is a fact that someone had an opinion, an opinion doesn’t necessarily predict the future, even at scale
Open the thread →
6 experts · 27 posts · 19d ago
Matches Concern & critique
“how? that’s ridiculous. the agent apocalypse will never happen at that rate” evidence ↗
Multiple readings Questions & unknowns · 2 Concern & critique · 1
Tim Kellogg: my experience using Astra on real work hasn’t been great it’s certainly capable, i just have a hard time convincing it to do the valuable part of the work definitely different from Sol
Isaiah Bishop: I do wonder if theres some issues where the RL environment is really good at replicating one off projects
Open the thread →