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
Build my stream Create my edition
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 Context & explanation 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.

Context & explanation Research & technical analysis
1 live reaction map in this view Jump to the evidence ↓
Multiple readings Leiden Declaration on Artificial Intelligence and Mathematics Research & technical analysis · 2 attributable reactions
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.

New AI research Analysis 13h ago
⚡ 345 h early
Leiden Declaration AI and mathematics

Leiden Declaration on Artificial Intelligence and Mathematics

16 experts across 5 network communities independently surfaced this.

Why this matches Context & explanation reaction 1 attributable expert contribution · Emily M. Bender
“Andrew, here is a place to start for some background reading: leidendeclaration.ai >>” evidence ↗
16 experts 5 communities 1 sources clustered
Emily M. Bender Timnit Gebru joao Clément Canonne Olivia Guest suhr Pierre Alquier Lisa Messeri +8
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“A list of principles put forth by mathematicians, for mathematicians and other researchers, regarding the use of AI in research. "Number #9 will surprise you!" leidendeclaration.ai”

Context & explanation

1 expert

Background, chronology and why it matters.

“Andrew, here is a place to start for some background reading: leidendeclaration.ai >>”

2 experts discussed this · 5 posts
Emily M. Bender: Also worth re-upping: Mathematicians standing up against how their field is being used as marketing for OpenAI and the like: leidendeclaration.ai >>
Emily M. Bender: See also: www.scientificamerican.com/article/open...
Olivia Guest: Also worth re-upping: Mathematicians standing up against how their field is being used as marketing for OpenAI and the like: leidendeclaration.ai >>
Open the full discussion →
Primary source leidendeclaration.ai ↗
Debates gaining attention

What experts are discussing without an anchoring article

3 experts · 15 posts · 1d ago
Hypervisible VE, cybersocial occult investigator tweety fish
Matches Context & explanation
“Oh sorry! Don’t mean to be explainer guy.” evidence ↗
Multiple readings Building & implementation · 1 Context & explanation · 1
VE, cybersocial occult investigator: The “AI copies itself to another computer” meme and the “recursive self improvement” meme are both ideas originating in science fiction, but which sound technically plausible enough due to the way …
VE, cybersocial occult investigator: It seems pretty clear that the technologists at the foundation labs are not experts at computer science and software engineering generally but have specialist expertise in only one very narrow aspe…
Open the thread →