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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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 Alison Gopnik ×

The developments commanding sustained expert attention

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

Established AI field signal Resource 13d ago
⚡ 87 h early
arxiv preprint archive resource

arXiv.org e-Print archive

8 experts across 3 network communities independently surfaced this.

8 experts 3 communities 1 sources clustered
How the network is reacting 5 experts are independently emphasizing research & technical analysis.
Reaction converging

Research & technical analysis

5 experts

Evidence, methods and technical implications.

“arxiv.org, doi.org, biorxiv.org, medrxiv.org, pubmed.ncbi.nlm.nih.gov, nature.com, science.org, pnas.org, semanticscholar.org, openreview.net”

Questions & unknowns

1 expert

What remains unresolved or contested.

“Just me or does @ChatGPT search the most random websites no matter the query? If I ask for the best bagel, it will “Searching ” + {https://t.co/vEQ6I1WmCF, https://t.co/5JR1Db9NqB, …}”

4 experts discussed this · 6 posts
Ted Underwood: I just eliminated 22 tabs by doing this: osascript -e 'tell application "Google Chrome" to get URL of every tab of front window' | tr ',' '\n' | grep arxiv.org list of urls -> LLM -> annotated read…
Ted Underwood: did I come up with that idea by myself? no I did not
Karandeep Singh: Any suggestions for the other 478 tabs?
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Established AI field signal Signal 17d ago

nytimes.com

7 experts across 4 network communities independently surfaced this.

7 experts 4 communities 1 sources clustered

“This is an excellent article by Leif Wetherby - why AI is a cultural technology not a collection of human-like agents (citing our work on this). And why the anthropomorphism is a distraction from the very real risks and dangers and the way to deal with them…”

“There are many kinds of intelligence, and not all of them are ours. To have intelligence, to cheat, to have goals is not innately human. It does not imply the existence of a soul. (“Sin” might.) Virtually all organisms can “cheat.” If you’re going to be a d…”

2 experts discussed this · 4 posts
Alison Gopnik: This is an excellent article by Leif Wetherby - why AI is a cultural technology not a collection of human-like agents (citing our work on this). And why the anthropomorphism is a distraction from t…
Luke Stark: This is an excellent article by Leif Wetherby - why AI is a cultural technology not a collection of human-like agents (citing our work on this). And why the anthropomorphism is a distraction from t…
Neil Turkewitz: Excellent! See this from 2020, including: “Technological capacity isn’t self-fulfilling & decisions don’t take place by default. Inaction based on perceptions of lack of agency are our enemy, & the…
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