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 Research & technical analysis reactions.

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The developments commanding sustained expert attention

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

Established Models & releases Research 14d ago
⚡ 953 h early
State media influence LLM training paper

State media control influences large language models | Nature

8 experts across 3 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Justin Hendrix, MilaNLP Lab
“Researchers from Oregon, Purdue, UC San Diego, NYU and Princeton ran six experiments. The overarching finding: state control of media in many countries is already baked into the training data of widely used commercial models, and is shaping the answers thos…” evidence ↗
8 experts 3 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Policy & governance

2 experts

Rules, institutions and accountability.

“"...LLMs exhibit a stronger pro-government valence in the languages of countries with lower media freedom than in those with higher media freedom." www.nature.com/articles/s41...”

Research & technical analysis

2 experts

Evidence, methods and technical implications.

“Researchers from Oregon, Purdue, UC San Diego, NYU and Princeton ran six experiments. The overarching finding: state control of media in many countries is already baked into the training data of widely used commercial models, and is shaping the answers thos…”

2 experts discussed this · 2 posts
VE, cybersocial occult investigator: Starting a conspiracy theory that the papal encyclical was actually trying to get ahead of and cement Catholicism as the official machine religion
René Walter: OMG www.nature.com/articles/s41...
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Developing AI field signal Analysis 2d ago
⚡ 2357 h early
AI as social science field essay

Field Theory: AI as Social Science Question, Object & Tool

6 experts across 4 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Alondra Nelson
“Heartily endorsing this important piece! As I argued earlier this year, social research did not just emerge from a prior moment of social change, it did crucial sensemaking about that change, up to and including the present. That work must continue and be i…” evidence ↗
6 experts 4 communities 1 sources clustered
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.

“Heartily endorsing this important piece! As I argued earlier this year, social research did not just emerge from a prior moment of social change, it did crucial sensemaking about that change, up to and including the present. That work must continue and be i…”

Questions & unknowns

1 expert

What remains unresolved or contested.

“Food for thought... "Field Theory: AI as Social Science Question, Object & Tool" www.amacad.org/publication/...”

2 experts discussed this · 3 posts
Dr. Chinasa T. Okolo: "...W. E. B. Du Bois insisted that technological change could not be understood apart from relations of power, particularly those structured by race and empire." www.amacad.org/publication/...
Alondra Nelson: "...W. E. B. Du Bois insisted that technological change could not be understood apart from relations of power, particularly those structured by race and empire." www.amacad.org/publication/...
Alondra Nelson: Thank you for reading and sharing.
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Established AI field signal Signal 7d ago

Us adults turn ai personal emotional social queries

3 experts across 3 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Hypervisible
“The findings here and the quotes from the people surveyed are frightening, particularly given how predatory and untrustworthy these companies are.” evidence ↗
3 experts 3 communities 1 sources clustered

“The findings here and the quotes from the people surveyed are frightening, particularly given how predatory and untrustworthy these companies are.”

“> 1 in 4 US adults now turn to AI chatbots for emotional or personal advice, per a new Elon/WaPo poll. For adults under 50, it jumps to nearly 40%. While half say it helps with loneliness, not everyone knows the privacy stakes. Chat logs are retained and al…”

Established Culture, work & education Development 4d ago
OpenAI Learning Lab education launch

OpenAI launches Learning Lab for AI education research | ETIH EdTech News — EdTech Innovation Hub

2 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Ben Williamson
“OpenAI's "Learning Lab is being positioned as an ongoing research ecosystem rather than a single research project." What this means? OpenAI is trying to make ChatGPT a global focus of educational research as well as a core pedagogic tool. www.edtechinnovati…” evidence ↗
2 experts 2 communities 1 sources clustered

“OpenAI's "Learning Lab is being positioned as an ongoing research ecosystem rather than a single research project." What this means? OpenAI is trying to make ChatGPT a global focus of educational research as well as a core pedagogic tool. www.edtechinnovati…”

Established AI field signal Signal 19d ago
⚡ 4 h early

AI & Society Schedule & Readings: Spring 2026

2 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Casey Fiesler
“Very little - class prep is more activity based (in part because there are so many freshman and I don't have learning to read academic papers as a learning objective). But here's the list from a previous upper division version: docs.google.com/document/d/1...” evidence ↗
2 experts 1 community 1 sources clustered

“Very little - class prep is more activity based (in part because there are so many freshman and I don't have learning to read academic papers as a learning objective). But here's the list from a previous upper division version: docs.google.com/document/d/1...”