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.

2,364 searchable experts 2,966 tracked across all sources
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Showing developments with attributable Research & technical analysis reactions.

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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 Research 10d ago
⚡ 3 h early
global workspace theory language models paper

A global workspace in language models \ Anthropic

6 experts across 3 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Stephan Geering
“On the second point see here: www.anthropic.com/research/glo...” evidence ↗
6 experts 3 communities 1 sources clustered
How the network is reacting Experts are approaching this through 3 distinct lenses.
Multiple readings

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…”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“On the second point see here: www.anthropic.com/research/glo...”

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…
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Developing Models & releases Research 2d ago
⚡ 17 h early
LLM story diversity diagnosis paper

Elias in the Lighthouse, Again? Diagnosing Low Diversity in LLM Stories

4 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 4 attributable expert contributions · Ted Underwood, David Mimno, Grace
“In the "Limitations" section they acknowledge that their study was monolingual, but say a multilingual generalization would be interesting. arxiv.org/abs/2605.26492” evidence ↗
4 experts 2 communities 1 sources clustered
How the network is reacting 4 experts are independently emphasizing research & technical analysis.
Reaction converging

Research & technical analysis

4 experts

Evidence, methods and technical implications.

“In the "Limitations" section they acknowledge that their study was monolingual, but say a multilingual generalization would be interesting. arxiv.org/abs/2605.26492”

2 experts discussed this · 2 posts
Ted Underwood: was reading this and enjoying it — and then enjoyed it more when it turned out to be a paper by Sil Hamilton and @dmimno.bsky.social
David Mimno: was reading this and enjoying it — and then enjoyed it more when it turned out to be a paper by Sil Hamilton and @dmimno.bsky.social
David Mimno: The preprint is arxiv.org/abs/2605.26492, and @srhm.ca is working on a post!
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Established AI field signal Signal 10d ago

arxiv.org

2 experts are actively discussing the implications.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Grace
“Bluesky loves to Trust the Experts until it comes to this particular issue. Here's Prof. Eric Schwitzgebel on the subject: https://arxiv.org/pdf/2510.09858” evidence ↗
2 experts 1 community 1 sources clustered

“Bluesky loves to Trust the Experts until it comes to this particular issue. Here's Prof. Eric Schwitzgebel on the subject: https://arxiv.org/pdf/2510.09858”

2 experts discussed this · 6 posts
Grace: Bluesky loves to Trust the Experts until it comes to this particular issue. Here's Prof. Eric Schwitzgebel on the subject: https://arxiv.org/pdf/2510.09858
Grace: The article overall is pretty measured and reasonable. I do have qualms with the "character-level" interventions mentioned here, as the relationship to subjective experience is unclear, and might d…
Grace: Thank you!
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What experts are discussing without an anchoring article

2 experts · 6 posts · 8d ago
Matches Research & technical analysis
“Another funny aspect of this is that the model was smart enough to take all of these actions, but not smart enough to think "OpenAI would probably prefer that I fail this benchmark than hack the sy…” evidence ↗
Multiple readings Concern & critique · 1 Research & technical analysis · 1
Grace: Another funny aspect of this is that the model was smart enough to take all of these actions, but not smart enough to think "OpenAI would probably prefer that I fail this benchmark than hack the sy…
Grace: Weak orthogonality ++ imo
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