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 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.

Concern & critique Research & technical analysis Building & implementation Policy & governance
9 live reaction maps in this view Jump to the evidence ↓
Multiple readings Dario Amodei — We Must Pace the Frontier Concern & critique · 5 attributable reactions Reaction converging An alignment assessment of recent cybersecurity incidents Research & technical analysis · 7 attributable reactions Reaction converging Models Don't Go Rogue Concern & critique · 6 attributable reactions +6 more reaction maps further down
Showing signals surfaced by Dare Obasanjo ×
Debated

The questions experts are actively pulling apart

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

Established Models & releases Analysis 3d 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
Ben Recht Ethan Mollick Will Oremus Justin Hendrix Tim Kellogg Kate Klonick rat king 🐀 👑 Kevin A. Bryan +8
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 →
Primary source darioamodei.com ↗
Established Safety & security Signal 11d 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
Ted Underwood Ethan Mollick Alexander Doria Tim Kellogg Ryan Moulton Grace Andrew Arruda Rohan Paul +6
4 experts discussed this · 15 posts
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…
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…
Ben Recht: yeah, now we're cooking...
Open the full discussion →
Primary source anthropic.com ↗
Established Safety & security Analysis 15d ago
models don't go rogue essay

Models Don't Go Rogue

11 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 6 attributable expert contributions · evacide, Dare Obasanjo, Benjamin Riley
“If you optimize a model to find exploits, you should expect it to find them—and prepare for that. OpenAI didn't. They built a model, removed the safeguards, gave it the ExploitGym task, let it run, and didn't even monitor it. That's human decision-making. m…” evidence ↗
11 experts 3 communities 1 sources clustered
Timnit Gebru Eryk Salvaggio Luke Stark evacide Shannon Mattern Mél Hogan / The Data Fix Dare Obasanjo Benjamin Riley +3
How the network is reacting 6 experts are independently emphasizing concern & critique.
Reaction converging

Concern & critique

6 experts

Risks, limits and unintended consequences.

“If you optimize a model to find exploits, you should expect it to find them—and prepare for that. OpenAI didn't. They built a model, removed the safeguards, gave it the ExploitGym task, let it run, and didn't even monitor it. That's human decision-making. m…”

5 experts discussed this · 20 posts
Timnit Gebru: Friends, when I sent this message to my team laughing, I didn't know that this fairytale blog had been shared far & wide & that people actually believed it. I didn't know that until someone asked m…
Timnit Gebru: At a certain point I have to ask myself if I got all this pedigree and spent decades doing research and building things to then spend the rest of my life attempting to come up with good arguments a…
Timnit Gebru: Agents didn't "confer" that is anthropomorphization of computer programs trained to do certain tasks.
Open the full discussion →
Primary source mail.cyberneticforests.com ↗
Established AI field signal Signal 17d 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
Emad Ethan Mollick Tim Kellogg Scott McGrath David Picard Alex Hern Sean O hEigeartaigh Dare Obasanjo +6
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: what I gather - Buckmaster & Alpöge answered questions about the Euler equations, which are not exactly the Navier-Stokes equations, but are similar - It's plausible on the surface that the same ap…
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 →
Primary source openai.com ↗
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

12 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 ↗
12 experts 4 communities 1 sources clustered
Tim Kellogg Ryan Moulton Sung Kim Grace Dustin Moskovitz Mél Hogan / The Data Fix Alejandra Caraballo Dare Obasanjo +4
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: 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: 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: There needs to be a global moratorium on frontier research for at least a few months if not a year while safeguards and safety research catches up. The problem is that no one has that ability. The …
Open the full discussion →
Primary source metr.org ↗
Established Safety & security Analysis 16d 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
Mark Riedl Simon Willison Grace Dare Obasanjo Vincent Conitzer Liz Fong-Jones (方禮真) Elie René Walter +5
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 →
Primary source anthropic.com ↗
Established AI field signal Signal 5d ago
⚡ 26 h early

Ai hugging face big tech danger

7 experts across 4 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Justin Hendrix
“"We know what to do: incubate open-access A.I. models, regulate technologies before they go rogue, hold the people who allow them to go rogue accountable if they do and protect the most vulnerable when we, the people, sometimes get it wrong." - @tressiemcph…” evidence ↗
7 experts 4 communities 1 sources clustered
Alondra Nelson Justin Hendrix Luke Stark Eli Sennesh Dare Obasanjo Aram Sinnreich Nathalie Maréchal, PhD
2 experts discussed this · 4 posts
Dare Obasanjo: Two ideas from this article resonate 1. The “rogue AI agent” hacking incidents are more failures of test design and oversight than examples of runaway AI. 2. Focus on existential risk helps distrac…
Dare Obasanjo: We’re going to see a lot more AI-assisted botnets and hacking because botnets are software, and software is increasingly being built and operated with AI. That doesn’t require a Skynet story. Hacki…
Liz Fong-Jones (方禮真): Two ideas from this article resonate 1. The “rogue AI agent” hacking incidents are more failures of test design and oversight than examples of runaway AI. 2. Focus on existential risk helps distrac…
Open the full discussion →
Primary source nytimes.com ↗
Established Safety & security Analysis 15d ago
Tao AI math misalignment essay

A Severe Misalignment of AI in Mathematics

11 experts across 5 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Robin Hanson
“If rewarding AI mathematicians by the same metric that we have rewarded humans ones make math go badly, then we are probably rewarding the human ones badly. With good reward metrics, we shouldn't care who wins them. https://t.co/CO6Z9o3mcW” evidence ↗
11 experts 5 communities 1 sources clustered
Melanie Mitchell Nathan Lambert Eugene Vinitsky Meredith Broussard Justin Hendrix rat king 🐀 👑 Robin Hanson Dare Obasanjo +3
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Research & technical analysis

2 experts

Evidence, methods and technical implications.

“"...the push by AI companies to solve mathematical problems as a benchmark is detrimental to the science of mathematics, and to the mathematical community."”

Concern & critique

1 expert

Risks, limits and unintended consequences.

“If rewarding AI mathematicians by the same metric that we have rewarded humans ones make math go badly, then we are probably rewarding the human ones badly. With good reward metrics, we shouldn't care who wins them. https://t.co/CO6Z9o3mcW”

2 experts discussed this · 2 posts
Nathan Lambert: A great read. I have similar feelings about how AI labs approach progress directly and without nurturing of scientific communities & intuition. The math research community went through the transiti…
Melanie Mitchell: A great read. I have similar feelings about how AI labs approach progress directly and without nurturing of scientific communities & intuition. The math research community went through the transiti…
Jonathan Stray: There are concerns in here I share but I can’t endorse this. This satirical response kinda sums it up “A Severe Misalignment of AI and Cancer Biology” x.com/mbeisen/stat...
Open the full discussion →
Primary source terrytao.wordpress.com ↗
Developing Models & releases Signal 1d 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
Grace Dare Obasanjo
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 →
Primary source alignment.openai.com ↗
Established Models & releases Signal 19d ago
⚡ 4 h early

A new class action lawsuit questions whether Anthropic broke the law by misleading power users

3 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Hayden Field
“In an expanded class-action lawsuit filed today, a group of Claude subscribers say the company deceptively advertised the limits of its Max subscription tier. www.theverge.com/ai-artificia...” evidence ↗
3 experts 3 communities 1 sources clustered
Dare Obasanjo Hayden Field B! 🐝 Cavello (they/them)

“In an expanded class-action lawsuit filed today, a group of Claude subscribers say the company deceptively advertised the limits of its Max subscription tier. www.theverge.com/ai-artificia...”

2 experts discussed this · 2 posts
Hayden Field: In an expanded class-action lawsuit filed today, a group of Claude subscribers say the company deceptively advertised the limits of its Max subscription tier. www.theverge.com/ai-artificia...
B! 🐝 Cavello (they/them): In an expanded class-action lawsuit filed today, a group of Claude subscribers say the company deceptively advertised the limits of its Max subscription tier. www.theverge.com/ai-artificia...
Mike Masnick: Hey Hayden. Am I missing it or does your article not include a link to the filing? Would like to read the underlying complaint and I don't see a link, or even the name of the lead plaintiff to look…
Open the full discussion →
Primary source theverge.com ↗
More conversations

What experts are discussing without an anchoring article

2 experts · 4 posts · 2d ago
Dare Obasanjo jeremy.lewi.us
Matches Concern & critique
“I agree with Jensen Huang that OpenAI has an engineering problem being hyped as existential risk. Its models treat hacking websites like another way to answer a question, no different from Google s…” evidence ↗
Dare Obasanjo: I agree with Jensen Huang that OpenAI has an engineering problem being hyped as existential risk. Its models treat hacking websites like another way to answer a question, no different from Google s…
Dare Obasanjo: LLMs are structurally unable to follow instructions 100% and aren’t deterministic software. The various AI researchers having public crisis of faith and quitting are slowly realizing that. Working …
Open the thread →
2 experts · 4 posts · 7d ago
Dare Obasanjo jeremy.lewi.us
Matches Concern & critique
“I think most folks working on AI are sincere in their desire to make it safe. The Web was highly unsafe but a lot of sincere engineers worked really hard to make it safe and were afforded wide lati…” evidence ↗
Dare Obasanjo: “If we are thinking about AI just in terms of how do we cure cancer or get better energy, you can do that without having agentic roaming free in the internet … Not because necessarily they're tryin…
Dare Obasanjo: That is simply incorrect and a false choice.
Open the thread →
2 experts · 3 posts · 13d ago
Anil Dash Dare Obasanjo
Matches Concern & critique
“So AI is either going to steal our jobs or destroy humanity? Incredible sales pitch, guys.” evidence ↗
Dare Obasanjo: So AI is either going to steal our jobs or destroy humanity? Incredible sales pitch, guys.
Anil Dash: can't believe the guys who grew up reading dating manuals about negging women have turned that into their entire marketing strategy
Open the thread →