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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The developments commanding sustained expert attention

One card per development. Sources are clustered; expert reactions remain attributable.

Established AI field signal Analysis 6d ago
public AI proponents discussion

Public AI Proponents

2 experts are actively discussing the implications.

2 experts 2 communities 1 sources clustered
Doll B! 🐝 Cavello (they/them)

“Are you interested in #PublicAI? Want to see what folks in the @publicai.network are talking about? I made a starter pack! go.bsky.app/4w9faSa (and if YOU are a public AI proponent, please lmk so I can include you!)”

2 experts discussed this · 4 posts
B! 🐝 Cavello (they/them): Are you interested in #PublicAI? Want to see what folks in the @publicai.network are talking about? I made a starter pack! go.bsky.app/4w9faSa (and if YOU are a public AI proponent, please lmk so I…
Doll: Please add doll?
Doll: Are you interested in #PublicAI? Want to see what folks in the @publicai.network are talking about? I made a starter pack! go.bsky.app/4w9faSa (and if YOU are a public AI proponent, please lmk so I…
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Primary source go.bsky.app ↗
Established AI field signal Analysis 10d ago
⚡ 27 h early
AI summaries reading practices essay

AI Summaries Are Not Killing Reading. They Reveal What Reading Already Is

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered
Nicole Hennig Doll

“AI Summaries Are Not Killing Reading. They Reveal What Reading Already Is ai-in-society.blogspot.com/2026/07/ai-sum… #AI #reading”

Primary source ai-in-society.blogspot.com ↗
Debates gaining attention

What experts are discussing without an anchoring article

4 experts · 13 posts · 11d ago
SE Gyges Colin Carlos Scheidegger Doll
SE Gyges: the thing about LLMs training on LLM output messing them up isn't true btw. provided the LLM doing the output is good and it is reacting to diverse prompts, this is extremely delicious data
SE Gyges: we train them on their own outputs a lot right now! whether this is eliciting skills they already have or creates new ones is controversial. i am on the second team
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3 experts · 6 posts · 4d ago
David Marx ae Doll
ae: apropos of nothing in particular, it is still certainly possible that we get rising unemployment out of AI but there isn’t really strong evidence that there’s rising unemployment happening now peri…
Doll: Doll told people repeatedly and got yelled at :)
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