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.

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Showing developments with attributable Building & implementation reactions.

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See how experts are reacting—not just what they shared.

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Building & implementation Research & technical analysis Concern & critique Markets & investment
3 live reaction maps in this view Jump to the evidence ↓
Reaction converging Research acceleration view inside openai Research & technical analysis · 4 attributable reactions Reaction converging A global workspace in language models \ Anthropic Research & technical analysis · 5 attributable reactions Reaction converging Brief independent investigation of agents’ behavior, reasoning and collaboration in the OpenAI / Hugging Face hacking incident Concern & critique · 5 attributable reactions
Showing signals surfaced by René Walter ×
Most important

The developments commanding sustained expert attention

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

Developing Models & releases Signal 1d ago

Research acceleration view inside openai

7 experts across 4 network communities independently surfaced this.

Why this matches Building & implementation reaction 1 attributable expert contribution · Dare Obasanjo
“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 ↗
7 experts 4 communities 1 sources clustered
Ramon Astudillo Tim Kellogg Sung Kim Boris Power Dare Obasanjo Andrew Curran René Walter
Primary source openai.com ↗
Established Models & releases Research 6d ago
⚡ 3 h early
global workspace theory language models paper

A global workspace in language models \ Anthropic

8 experts across 4 network communities independently surfaced this.

Why this matches Building & implementation reaction 1 attributable expert contribution · Ethan Mollick
“Some really interesting research from Anthropic that AI models have spontaneously developed a workspace that "appears to support the functions associated with conscious access" Demo of how this works: www.neuronpedia.org/qwen3.6-27b/... Research: www.anthro…” evidence ↗
8 experts 4 communities 1 sources clustered
Ethan Mollick Grace René Walter Tim Duffy Amy Hoy Michiel Bontenbal Stephan Geering david-p-reichert.bsky.social
How the network is reacting 3 experts are independently emphasizing research & technical analysis.
Reaction converging

Research & technical analysis

3 experts

Evidence, methods and technical implications.

“LLMs similarly have nonphenomenal access to information, and can reflect and use memory. This is indeed similar in principle, while the cognitive architecture is vastly less complex (yet), and likely won't catch up anytime soon. Add to this Anthropics j-spa…”

Markets & investment

1 expert

Capital, companies and commercial impact.

“Anthropic has a new paper out, alleging a global workspace in LLMs. The term comes from Global Workspace Theory, a leading theory of consciousness. The method they use to investigate this is a refinement of logit lens, which they call J-lens. www.anthropic.…”

Building & implementation

1 expert

How teams are shipping and applying it.

“Some really interesting research from Anthropic that AI models have spontaneously developed a workspace that "appears to support the functions associated with conscious access" Demo of how this works: www.neuronpedia.org/qwen3.6-27b/... Research: www.anthro…”

2 experts discussed this · 4 posts
Tim Duffy: Anthropic has a new paper out, alleging a global workspace in LLMs. The term comes from Global Workspace Theory, a leading theory of consciousness. The method they use to investigate this is a refi…
Tim Duffy: More detail on the method from the paper:
Grace: Anthropic has a new paper out, alleging a global workspace in LLMs. The term comes from Global Workspace Theory, a leading theory of consciousness. The method they use to investigate this is a refi…
Open the full discussion →
Primary source anthropic.com ↗
Established Agents & robotics Development 3d 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

10 experts across 4 network communities independently surfaced this.

Why this matches Building & implementation reaction 1 attributable expert contribution · METR
“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…” evidence ↗
10 experts 4 communities 1 sources clustered
Tim Kellogg Ryan Moulton Sung Kim Grace Mél Hogan / The Data Fix Alejandra Caraballo Liz Fong-Jones (方禮真) Fran Litterio +2
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: 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 AI field signal Development 16d ago
China builds AI models American voters

EXCLUSIVE: China Is Building AI Models of American Voters. Why?

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · René Walter
“Now, back to the initial statement: The left is fucking up on AI. Because guess who does AI-research to model US-elections and US-demographics? China Is Building AI Models of American Voters. And who is talking about that? Surely, not rejectionists and ludd…” evidence ↗
1 expert 1 community 1 sources clustered
René Walter

“Now, back to the initial statement: The left is fucking up on AI. Because guess who does AI-research to model US-elections and US-demographics? China Is Building AI Models of American Voters. And who is talking about that? Surely, not rejectionists and ludd…”

Primary source nataliegwinters.substack.com ↗
Debates gaining attention

What experts are discussing without an anchoring article

12 experts · 118 posts · 12h ago
Marc Lanctot Olivia Guest Sarah T Roberts, PhD Pwnallthethings Mike Caulfield Colin Adam Wiemerslage rev. howard arson
Matches Building & implementation
“If you think eliminating the development and use of everyday cognition isn’t a net loss for society, I’m not sure what to say.” evidence ↗
Multiple readings Questions & unknowns · 3 Opportunity & adoption · 2 Concern & critique · 1
Sarah T Roberts, PhD: Try teaching college students. You won’t be quite so dismissive then.
Pwnallthethings: I think the "LLMs can't reason" stuff is mostly sophism these days. They plainly do not "reason" in the way humans do, and are certainly not always correct or good at it, but they are also doing th…
Open the thread →
3 experts · 23 posts · 13h ago
Benjamin Riley Colin René Walter
Matches Building & implementation
“…to say that is not to say that they have developed any such thing. And I might have just had poorly informed expectations. But I am wrestling with how to conceptualize their behavior. In that sens…” evidence ↗
Multiple readings Opportunity & adoption · 1 Questions & unknowns · 1
Colin: Huh? I don’t think either of these is true. I don’t think LLMs are indistinguishable from sentient things, and I also never thought sentience was a prerequisite for code completion or theorem provi…
Colin: I don’t think sentient beings have a “regenerate response” button. I don’t think their states are fully determined by a handful of tokens. They live in the world and navigate space and time like th…
Open the thread →
4 experts · 10 posts · 7d ago
Ted Underwood Ethan Mollick Sung Kim René Walter
Matches Building & implementation
“What's happening is that automatization extends from production to information processing, but digitization is an age old process, starting with bureaucratization and the modern state in the 18/19t…” evidence ↗
Multiple readings Markets & investment · 1 Building & implementation · 1
Ethan Mollick: Kind of surprised that we are not seeing more radical political ideas built around AI capabilities, the way that early mass industrialization was a prime motivator in the conceptions of capitalism,…
René Walter: Bit of a myopic lense here, all those ideologies already have automatization baked in, and stuff like fully automated luxury communism just seems like another iteration.
Open the thread →
2 experts · 15 posts · 15d ago
Andy Masley René Walter
Matches Building & implementation
“Well yes I agree this leaves open the chance that this could be about AI, but I think it's also evidence against the idea that this is a general backlash against the four companies actually buildin…” evidence ↗
Andy Masley: Well yes I agree this leaves open the chance that this could be about AI, but I think it's also evidence against the idea that this is a general backlash against the four companies actually buildin…
Andy Masley: Yeah but have you looked at the specific reasons why in this link? Only 14% say their opposition is driven by negative views of AI
Open the thread →