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 Opportunity & adoption 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 Tim Kellogg ×

What is moving across the network now

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

Established Culture, work & education Development 3d ago
⚡ 7 h early
Anthropic launches molecular research group

Anthropic announces its molecular research group and laboratory

7 experts across 4 network communities independently surfaced this.

Why this matches Opportunity & adoption reaction 1 attributable expert contribution · Stephen Turner
“Probably the wrong platform to post anything remotely positive about AI, but reading through this and Dario’s X post, it’s pretty exciting stuff www.anthropic.com/news/claude-...” evidence ↗
7 experts 4 communities 1 sources clustered
How the network is reacting Experts are approaching this through 3 distinct lenses.
Multiple readings

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“Anthropic has a wet lab in SF where they’re using Claude to accelerate fundamental biology research This is the first big result from that lab — discovery of a CRISPR-like enzyme www.anthropic.com/news/claude-...”

Opportunity & adoption

1 expert

New capabilities, benefits and practical upside.

“Probably the wrong platform to post anything remotely positive about AI, but reading through this and Dario’s X post, it’s pretty exciting stuff www.anthropic.com/news/claude-...”

Questions & unknowns

1 expert

What remains unresolved or contested.

“Anthropic might have discovered something. Or maybe not. Who knows? Not even Anthropic. www.anthropic.com/news/claude-... This is irresponsible science. The proper course of action is to figure out if there is any significance first. They employ scientists.…”

2 experts discussed this · 8 posts
Mark Riedl: Anthropic might have discovered something. Or maybe not. Who knows? Not even Anthropic. www.anthropic.com/news/claude-... This is irresponsible science. The proper course of action is to figure out…
Mark Riedl: Srsly
Mark Riedl: A day before Anthropic’s PR… bsky.app/profile/brak...
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Established Models & releases Research 6d ago
⚡ 3 h early
global workspace theory language models paper

Verbalizable Representations Form a Global Workspace in Language Models

6 experts across 4 network communities independently surfaced this.

Why this matches Opportunity & adoption reaction 3 attributable expert contributions · Mark Riedl, Matthew Kirschenbaum, david-p-reichert.bsky.social
“here is the Anthropic blog: transformer-circuits.pub/2026/workspa... I don't really like the framing of whether LLMs are conscious or not. It's completely unnecessary. As is the hand-waiving about whether LLMs have something equivalent to the (functional) g…” evidence ↗
6 experts 4 communities 1 sources clustered
How the network is reacting 3 experts are independently emphasizing opportunity & adoption.
Reaction converging

Opportunity & adoption

3 experts

New capabilities, benefits and practical upside.

“here is the Anthropic blog: transformer-circuits.pub/2026/workspa... I don't really like the framing of whether LLMs are conscious or not. It's completely unnecessary. As is the hand-waiving about whether LLMs have something equivalent to the (functional) g…”

Building & implementation

1 expert

How teams are shipping and applying it.

“Anthropic uses the word “conscious” 206 times in their latest research Specifically, they’re showing that LLMs implement one of the leading explanations of consciousness in humans (see pic) transformer-circuits.pub/2026/workspa...”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“He was *literally involved in the global workspace paper that you refuse to read or take seriously*: transformer-circuits.pub/2026/workspa...”

7 experts discussed this · 203 posts
Anil Dash: this is not an accurate description of what's happening. not least because I can write code and get them to output something different there. I can understand why it *seems* that way, but this is j…
Anil Dash: Who are you explaining this to?
Anil Dash: Do you see why explaining "All output from AI has to be validated" in a reply to me here is... not a useful contribution?
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What experts are discussing without an anchoring article

3 experts · 17 posts · 19h ago
Matches Opportunity & adoption
“eh, that had some very big other things going on. like, lack of ZDR effectively barred it from enterprise adoption” evidence ↗
Multiple readings Opportunity & adoption · 2 Questions & unknowns · 1
Isaiah Bishop: Not to rag on tim, but i think often the analysis of demand here is quite sloppy/loose among finance and tech guys. Tokens are tokens and there's some price. What we know from router services is th…
Tim Kellogg: eh, that had some very big other things going on. like, lack of ZDR effectively barred it from enterprise adoption
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5 experts · 6 posts · 1d ago
Matches Opportunity & adoption
“Talk to Transformer was pre-GPT-3, OpenAI had been positioning GPT-3 as a chatbot in the intermediate time.” evidence ↗
Max Woolf: There's a 99% chance that OpenAI would have chosen a better name than ChatGPT had they intentionally launched a product.
Max Woolf: Talk to Transformer was pre-GPT-3, OpenAI had been positioning GPT-3 as a chatbot in the intermediate time.
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4 experts · 8 posts · 6d ago
Matches Opportunity & adoption
“and, mr doob said live the other week at three.js conf that he doesn't even enjoy coding he's happy with astra because now he can make stuff and not have to sit there doing it manually” evidence ↗
Multiple readings Building & implementation · 1 Opportunity & adoption · 1
Tim Kellogg: Three.js project founder calls it quits, citing AI making work less interesting
Tim Kellogg: ngl i have hard time wrapping my head around how Astra made him want to quit Astra democratized Three.js, it became an incredibly high impact project suddenly accessible to everyone but to each the…
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