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 Building & implementation 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.

The developments commanding sustained expert attention

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

New AI field signal Signal 6h ago
⚡ 56 h early

An alien mind

14 experts across 6 network communities independently surfaced this.

Why this matches Building & implementation reaction 2 attributable expert contributions · Dare Obasanjo, Max Zeff
“OpenAI’s chief scientist just wrote a blog post that argues AI models will soon be smart enough to improve themselves yet their ability to monitor how they reason is getting worse. Yet he argues they need to keep building smarter AI partly to defend against…” evidence ↗
14 experts 6 communities 1 sources clustered
New Models & releases Signal 8h ago
⚡ 56 h early

Research acceleration view inside openai

11 experts across 5 network communities independently surfaced this.

Why this matches Building & implementation reaction 2 attributable expert contributions · Dare Obasanjo, Elie
“The impact of AI-native development at OpenAI • Researchers use $600+/day of AI tokens with the top 10% at $7,000+ • Humans still plan, but OpenAI says it hit “automated research intern” in 2026 and targets an automated researcher by 2028. • The need for in…” evidence ↗
11 experts 5 communities 1 sources clustered
New Models & releases Development 7h ago
⚡ 1 h early
Anthropic AI misuse September report

Countering misuse of AI: September 2026 / Anthropic

15 experts across 4 network communities independently surfaced this.

Why this matches Building & implementation reaction 1 attributable expert contribution · Andrew Arruda
“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…” evidence ↗
15 experts 4 communities 1 sources clustered
How the network is reacting 5 experts are independently emphasizing concern & critique.
Reaction converging

Concern & critique

5 experts

Risks, limits and unintended consequences.

“will have an article about ai agents some point next week but where i'm at rn is we are seeing AI get access to accounts/systems/the internet en masse. as directed by humans, that is gonna cause big problems anthropic threat report yesterday was interesting…”

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”

Accelerating AI field signal Signal 11h ago
⚡ 2 h early

Dario Amodei — We Must Pace the Frontier

9 experts across 5 network communities independently surfaced this.

Why this matches Building & implementation reaction 1 attributable expert contribution · 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...” evidence ↗
9 experts 5 communities 1 sources clustered
New Models & releases Signal 6h ago

Anthropic ai biological weapons

8 experts across 4 network communities independently surfaced this.

Why this matches Building & implementation reaction 2 attributable expert contributions · Justin Hendrix, Emily Feng
“"Anthropic said it had disrupted several potential plots this year by scientists who used its leading artificial intelligence models to conduct research that could have helped develop biological weapons."” evidence ↗
8 experts 4 communities 1 sources clustered
New AI field signal Analysis 2h ago
⚡ 6 h early
essay how to talk AI

How to talk about

11 experts across 2 network communities independently surfaced this.

Why this matches Building & implementation reaction 1 attributable expert contribution · Charles Logan
“I’m working with a librarian to develop a module for undergraduates about conducting research, and I’m once again grateful for this resource from @emilymbender.bsky.social and @nannainie.bsky.social:” evidence ↗
11 experts 2 communities 1 sources clustered

“I’m working with a librarian to develop a module for undergraduates about conducting research, and I’m once again grateful for this resource from @emilymbender.bsky.social and @nannainie.bsky.social:”

“3. Any press releases & news articles examined for anthropomorphizing language, especially language that locates agency with software rather than people & companies. See: buttondown.com/maiht3k/arch... >>”

2 experts discussed this · 16 posts
Emily M. Bender: So many conversations where otherwise serious people throw around the term "AI" without defining it, despite it being notoriously ill-defined. Thinking about why this might be >>
Emily M. Bender: In some cases, no doubt, the speaker fully believes that autonomous thinking machines are among us. (Though I said "otherwise serious people" in the prev post, so.) >>
Emily M. Bender: In other cases, I suspect that people feel like they lack the expertise to call bullshit and are repeating what they hear others say. >>
Open the full discussion →
New Models & releases Resource 13h ago
⚡ 6 h early
OpenAI GPT-6 Astra skills developer guide

Rethinking skills and prompts for GPT-6 Astra | OpenAI Developers

2 directory members surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Tim Kellogg
“if you're having trouble with Astra, it's probably old skills. Point your agent at these two URLs and use them to upgrade skills: 1. developers.openai.com/blog/rethink... 2. github.com/openai/codex...” evidence ↗
2 experts 1 community 2 sources clustered

“if you're having trouble with Astra, it's probably old skills. Point your agent at these two URLs and use them to upgrade skills: 1. developers.openai.com/blog/rethink... 2. github.com/openai/codex...”

New Models & releases Release 12h ago
⚡ 5 h early
Sakana AI product page

Sakana AI

3 directory members surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · hardmaru
“By orchestrating the world's models, we are building the resilient infrastructure required for AI sovereignty. Try: sakana.ai/fugu Blog: sakana.ai/fugu-max-rel... 🐡” evidence ↗
3 experts 1 community 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Building & implementation

1 expert

How teams are shipping and applying it.

“By orchestrating the world's models, we are building the resilient infrastructure required for AI sovereignty. Try: sakana.ai/fugu Blog: sakana.ai/fugu-max-rel... 🐡”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“Peak performance across hard benchmarks: • Best on 5/8 benchmarks (DeepSWE, Chartography, Toolathon, GDP.pdf, SWEFish) • Chartography: 48.3 (outperforming Opus 5 & Fable 5) • DeepSWE: 74.3 Achieved without Fable 5, Fable 5.1, or GPT-6-Astra in the agent poo…”

New AI field signal Signal 4h ago

AI-Powered Flare Combustion Efficiency Estimation

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Artificial Intelligence Papers
“AI-Powered Flare Combustion Efficiency Estimation Afeefa Azam, Iyyakutti Iyappan Ganapathi, Fares Ossama Abdelhafez, … https://t.co/CGsdlbtv2X [𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙲𝚅] 💬Accepted at the 4th International Conference on Machine Learning and Data Engineering (ICMLDE 2025)…” evidence ↗
1 expert 0 communities 1 sources clustered

“AI-Powered Flare Combustion Efficiency Estimation Afeefa Azam, Iyyakutti Iyappan Ganapathi, Fares Ossama Abdelhafez, … https://t.co/CGsdlbtv2X [𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙲𝚅] 💬Accepted at the 4th International Conference on Machine Learning and Data Engineering (ICMLDE 2025)…”

New AI business Signal 1h ago

Anthropic ceo dario amodei seeks immediate slowdown artificial intelligence

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Dare Obasanjo
“Elon Musk, Dario Amodei and Sam Altman have all endorsed a call to slow down the pace of AI model development. Given the frontier labs have been engaged in a game of prisoner’s dilemma burning billions to train models, a mutual slowdown before everyone runs…” evidence ↗
1 expert 1 community 1 sources clustered

“Elon Musk, Dario Amodei and Sam Altman have all endorsed a call to slow down the pace of AI model development. Given the frontier labs have been engaged in a game of prisoner’s dilemma burning billions to train models, a mutual slowdown before everyone runs…”

New Agents & robotics Research 13h ago
tail-aware agentic LLM scheduling paper

Decoupling Readiness from Release for Tail-Aware Scheduling of Agentic LLM Workflows

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Artificial Intelligence Papers
“Decoupling Readiness from Release for Tail-Aware Scheduling of Agentic LLM Workflows Bochao Feng, Jianjiang Li, Haojie Wang, Lin Qiao, Yinghui Li, Yukun Yan, Jidong Zhai https://t.co/vpeh1S2cfE [𝚌𝚜.𝙰𝙸 𝚌𝚜.𝚂𝙴] https://t.co/QTd70lkUVz” evidence ↗
1 expert 0 communities 1 sources clustered

“Decoupling Readiness from Release for Tail-Aware Scheduling of Agentic LLM Workflows Bochao Feng, Jianjiang Li, Haojie Wang, Lin Qiao, Yinghui Li, Yukun Yan, Jidong Zhai https://t.co/vpeh1S2cfE [𝚌𝚜.𝙰𝙸 𝚌𝚜.𝚂𝙴] https://t.co/QTd70lkUVz”

New AI field signal Signal 3h ago

Computational complexity for hype immunity

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Iris van Rooij
“"Using some of my own work, I set out to clear up a few relevant concepts from theoretical computer science and computational cognitive science that can help to build conceptual hygiene and immunity against hyped claims about “AI” capabilities." irisvanrooi…” evidence ↗
1 expert 1 community 1 sources clustered

“"Using some of my own work, I set out to clear up a few relevant concepts from theoretical computer science and computational cognitive science that can help to build conceptual hygiene and immunity against hyped claims about “AI” capabilities." irisvanrooi…”

New AI field signal Signal 3h ago

visualize · Skill source

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Simon Willison
“I used this as an excuse to do some reverse engineering of ChatGPT itself - the resulting running map was presented to me using this "visualize" skill, as a fragment of HTML that used D3 to draw both the map and the overlaid route codex-tool-reference.simon…” evidence ↗
1 expert 1 community 1 sources clustered

“I used this as an excuse to do some reverse engineering of ChatGPT itself - the resulting running map was presented to me using this "visualize" skill, as a fragment of HTML that used D3 to draw both the map and the overlaid route codex-tool-reference.simon…”

New AI field signal Analysis 12h ago
ChatGPT Gemini movie recommendations review

I asked ChatGPT and Gemini to build a movie marathon based on one oddly specific theme — here are the 7 recommended films I loved the most

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Tom's Guide
“I asked ChatGPT and Gemini to build a movie marathon based on one oddly specific theme — here are the 7 recommended films I loved the most https://t.co/4BmjI0EKnC” evidence ↗
1 expert 0 communities 2 sources clustered

“I asked ChatGPT and Gemini to build a movie marathon based on one oddly specific theme — here are the 7 recommended films I loved the most https://t.co/4BmjI0EKnC”

New AI business Signal 11h ago

Anthropic CEO Calls For Slowing Down AI Development

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Deadline Hollywood
“Anthropic CEO Calls For Slowing Down AI Development, Warns Of "Swarm" Taking Over Internet In 6-12 Months https://t.co/p4utCMoaU2” evidence ↗
1 expert 0 communities 1 sources clustered

“Anthropic CEO Calls For Slowing Down AI Development, Warns Of "Swarm" Taking Over Internet In 6-12 Months https://t.co/p4utCMoaU2”

What experts are discussing without an anchoring article

5 experts · 39 posts · 23h ago
Matches Building & implementation
“it's actually just that my posting history for the last hour right now is a litany of horrors that depresses me and i'm trying to avoid building the pile higher” evidence ↗
Multiple readings Policy & governance · 1 Opportunity & adoption · 1
SE Gyges: trying to deduce why one would quit a good job at anthropic
SE Gyges: what her boyfriend is up to today. they really do get around
Open the thread →
5 experts · 33 posts · 1d ago
Matches Building & implementation
“The basic idea of the instrumental convergence thesis is that an intelligent being with, as Bostrom puts it, a "final goal", will develop certain goals that are instrumental to the final goal. The …” evidence ↗
Colin: There are indeed thousands of LessWrong posts, as well as papers and books, which make a particular theoretical case for why AI will kill us all that many people find convincing. I'm going to try t…
Colin: First of all, we must just agree off the bat that a superintelligent AI will be able to kill us all. After all it is superintelligent. As this random dude who became famous 3 days ago because of a …
Open the thread →
3 experts · 14 posts · 1d ago
Matches Building & implementation
“the thing is that the skills that make you a “good developer” are arguably the same irrespective of how the code is extruded it is also the case that they are very rare skills” evidence ↗
Multiple readings Building & implementation · 1 Opportunity & adoption · 1
tweety fish: parsimoniously, we will relatively soon see junior devs that are native to agentic coding with harnesses in ways that allow them to blow the doors off what senior devs can do. there'll probably be …
tweety fish: I didn't mean in terms of writing code faster, particularly. I mean in terms of knowing how to steer them and what is important and what's not to have an end result of reliable extruded software.
Open the thread →
3 experts · 3 posts · 1d ago
Matches Building & implementation
“Hey @ericlipton.nytimes.com 👋 AI is not “evolving” on its own. *People* are choosing how to build it. *People* are choosing how to train it. *People* are choosing how to run it. Maybe the problem i…” evidence ↗
Melanie Mitchell: Hey @ericlipton.nytimes.com 👋 AI is not “evolving” on its own. *People* are choosing how to build it. *People* are choosing how to train it. *People* are choosing how to run it. Maybe the problem i…
Alondra Nelson: Hey @ericlipton.nytimes.com 👋 AI is not “evolving” on its own. *People* are choosing how to build it. *People* are choosing how to train it. *People* are choosing how to run it. Maybe the problem i…
Open the thread →