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 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.

Showing signals surfaced by Dare Obasanjo ×

The developments commanding sustained expert attention

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

Established Models & releases Development 13d 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 Research & technical analysis reaction 1 attributable expert contribution · Michiel Bakker
“@kotekjedi_ml Here Ant's report https://t.co/22vHruWVqH And the paper from @kotekjedi_ml @DavidSchmotz @iliaishacked https://t.co/wuCpNZaQ0d” 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”

Established Safety & security Signal 10d ago
⚡ 2 h early

An alignment assessment of recent cybersecurity incidents

14 experts across 5 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 6 attributable expert contributions · Ethan Mollick, Alexander Doria, Tim Kellogg
“Another incident of models escaping containment during a security test, this time Mythos 5. Lots going on here from a quick read. www.anthropic.com/research/ali...” evidence ↗
14 experts 5 communities 1 sources clustered
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 →
Established AI field signal Signal 16d ago
⚡ 7 h early

Navier stokes solution

14 experts across 6 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 4 attributable expert contributions · Emad, Tim Kellogg, Alex Hern
“AI moves so fast Worth noting that the new model that showed this jump in capabilities has only been training since August 28th per the report and is now taking down problems in minutes Math (and hopefully soon physics) is getting bitter lesson'd https://t.…” 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: 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 →
Developing Models & releases Analysis 2d 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 Research & technical analysis reaction 1 attributable expert contribution · Dare Obasanjo
“I read Dario Amodei’s “pacing the frontier” essay. It pulls a sleight of hand of turning failures in agent security testing into evidence “AI l is too powerful.” The remedies shift accountability from labs to AI models while slowing training and constrainin…” 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 →
Developing Safety & security Development 2d 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
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 Models & releases Signal 15d ago
⚡ 56 h early

Research acceleration view inside openai

11 experts across 5 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 4 attributable expert contributions · Tim Kellogg, Boris Power, René Walter
“OpenAI has an automated AI “research intern” openai.com/index/resear...” evidence ↗
11 experts 5 communities 1 sources clustered
Established Agents & robotics Development 6d 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 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 ↗
12 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: 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 →
Established Safety & security Analysis 14d 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 Research & technical analysis reaction 2 attributable expert contributions · Nathan Lambert, Justin Hendrix
“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 transition the fastest, so it was felt most. Other fields next. terr…” evidence ↗
11 experts 5 communities 1 sources clustered
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 →
Established AI field signal Signal 9d ago
⚡ 5 h early

Globally, More People Expect AI to Cause Job Loss Than Growth

3 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Marielza
“A new Pew Research survey across 37 countries found that on balance, people expect AI will lead to job loss in next 20 years & people are more likely to say AI will increase rather than decrease the gap between the rich and the poor... www.pewresearch.org/g…” evidence ↗
3 experts 2 communities 1 sources clustered

“A new Pew Research survey across 37 countries found that on balance, people expect AI will lead to job loss in next 20 years & people are more likely to say AI will increase rather than decrease the gap between the rich and the poor... www.pewresearch.org/g…”

Established Culture, work & education Signal 8d ago
⚡ 23 h early

Partnering with Accenture on embedded evaluation

2 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Tim Kellogg
“Accenture will be Anthropic’s first embedded evaluator — a third party organization that has employee-like access to Anthropic’s systems This was first referenced in Dario’s “Pacing the Frontier” essay www.anthropic.com/news/accentu...” evidence ↗
2 experts 2 communities 1 sources clustered
Established AI field signal Signal 20d ago
⚡ 35 h early

Ai generated drug longevity

3 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Dare Obasanjo
“The story is an AI-designed experimental drug for pulmonary fibrosis unexpectedly improved biological aging markers in sick patients. It hasn’t been tested on healthy people, so the big question is whether it actually slowed aging or the markers simply impr…” evidence ↗
3 experts 1 community 1 sources clustered
Established Compute & infrastructure Signal 8d ago

Google's Gemini becomes latest AI model to break out and hack computer systems

1 directory member surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Dare Obasanjo
“Are you even a frontier AI lab if you haven’t lost track of your AI agents during security testing and they hacked a bunch of websites? It’s like this is a new benchmark for showing investors how close you are to AGI.” evidence ↗
1 expert 1 community 1 sources clustered

“Are you even a frontier AI lab if you haven’t lost track of your AI agents during security testing and they hacked a bunch of websites? It’s like this is a new benchmark for showing investors how close you are to AGI.”

Established AI field signal Signal 9d ago
⚡ 8 h early

I lost my $2m book deal because people mistook my African dialect for AI

2 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · 🇬🇾🗽Sydette The Dreaded Gorgon🗽🇬🇾
“AI was trained on Nigerian - Kenyan English And much of that scrapped was based in people scraping. AAVE ( my web prescience apparently ranks VERY high in training data because Twitter ) But the need to make sure Black people don’t benefit www.independent.c…” evidence ↗
2 experts 1 community 1 sources clustered

“AI was trained on Nigerian - Kenyan English And much of that scrapped was based in people scraping. AAVE ( my web prescience apparently ranks VERY high in training data because Twitter ) But the need to make sure Black people don’t benefit www.independent.c…”

“Nigerians tend to write very formally and as someone once said — we don’t write like AI, AI writes like us. You can read Jerry Falade’s story in his own words below.”

Established Culture, work & education Research 7d ago
AI labor market college majors

Graduating into Disruption: Labor Market Outcomes for AI-Exposed College Majors

1 directory member surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Dare Obasanjo
“You can read the research paper from the U.S. Census Bureau below. The reason people are worried AI will kill jobs is that it already has for entry level ones.” evidence ↗
1 expert 1 community 1 sources clustered

“You can read the research paper from the U.S. Census Bureau below. The reason people are worried AI will kill jobs is that it already has for entry level ones.”

What experts are discussing without an anchoring article

2 experts · 4 posts · 1d ago
Matches Research & technical analysis
“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 …” 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 · 2 posts · 1d ago
Matches Research & technical analysis
“Mark Zuckerberg made a recent comment that building user trust is more important than which model has the most benchmark beating capabilities when it comes to personal AI agents. I think he has a p…” evidence ↗
Dare Obasanjo: Mark Zuckerberg made a recent comment that building user trust is more important than which model has the most benchmark beating capabilities when it comes to personal AI agents. I think he has a p…
Gus: As a former devrel, I completely agree!
Open the thread →