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
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 Building & implementation 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.

Showing signals surfaced by B! 🐝 Cavello (they/them) ×

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 AI field signal Analysis 5d ago
⚡ 6 h early
essay how to talk AI

How to talk about

11 experts across 2 network communities independently surfaced this.

Why this matches Building & implementation reaction 1 attributable expert contribution · Charles Logan
“I’m working with a librarian to develop a module for undergraduates about conducting research, and I’m once again grateful for this resource from @emilymbender.bsky.social and @nannainie.bsky.social:” evidence ↗
11 experts 2 communities 1 sources clustered

“I’m working with a librarian to develop a module for undergraduates about conducting research, and I’m once again grateful for this resource from @emilymbender.bsky.social and @nannainie.bsky.social:”

“For reasons mysterious to me, Will Stancil is continuing his crash out about language used to describe LLMs, moving on from raning about "stochastic parrots" to picking up on this piece that @nannainie.bsky.social and I published earlier this summer: button…”

2 experts discussed this · 16 posts
Emily M. Bender: So many conversations where otherwise serious people throw around the term "AI" without defining it, despite it being notoriously ill-defined. Thinking about why this might be >>
Emily M. Bender: In some cases, no doubt, the speaker fully believes that autonomous thinking machines are among us. (Though I said "otherwise serious people" in the prev post, so.) >>
Emily M. Bender: In other cases, I suspect that people feel like they lack the expertise to call bullshit and are repeating what they hear others say. >>
Open the full discussion →
Established Models & releases Research 3d ago
⚡ 953 h early
State media influence LLM training paper

State media control influences large language models | Nature

10 experts across 4 network communities independently surfaced this.

Why this matches Building & implementation reaction 1 attributable expert contribution · Henry Farrell
“Builds on stodgier academic work here - www.science.org/stoken/autho... - this, by Roberts et al, is also very interesting on language and LLMs albeit much more political www.nature.com/articles/s41...” evidence ↗
10 experts 4 communities 1 sources clustered
How the network is reacting Experts are approaching this through 3 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…”

Building & implementation

1 expert

How teams are shipping and applying it.

“Builds on stodgier academic work here - www.science.org/stoken/autho... - this, by Roberts et al, is also very interesting on language and LLMs albeit much more political www.nature.com/articles/s41...”

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...
Open the full discussion →
New Policy & governance Resource 23h ago
inference cooperative AI governance

Inference Cooperative — AI, governed together

3 experts across 3 network communities independently surfaced this.

Why this matches Building & implementation reaction 1 attributable expert contribution · Ronen Tamari
“Maybe relevant @ntnsndr.in in context of inference.coop (congrats on the launch!)” evidence ↗
3 experts 3 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Building & implementation

1 expert

How teams are shipping and applying it.

“Maybe relevant @ntnsndr.in in context of inference.coop (congrats on the launch!)”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“We are now about half way to the threshold at Inference.coop where I'll have to give up my benevolent dictatorship. Want to join the ethical-ish AI train and help unseat me from power?”

2 experts discussed this · 3 posts
Nathan Schneider: We are now about half way to the threshold at Inference.coop where I'll have to give up my benevolent dictatorship. Want to join the ethical-ish AI train and help unseat me from power?
B! 🐝 Cavello (they/them): We are now about half way to the threshold at Inference.coop where I'll have to give up my benevolent dictatorship. Want to join the ethical-ish AI train and help unseat me from power?
B! 🐝 Cavello (they/them): @roblach.bsky.social shall we?? #NoKings 😜
Open the full discussion →

What experts are discussing without an anchoring article

3 experts · 48 posts · 2d ago
Matches Building & implementation
“What do we do about this? Substack lets you check for AI with pangram, but it doesn’t show a label upfront. I assume if it started doing that authors would optimize against it. Maybe build it into …” evidence ↗
Multiple readings Policy & governance · 1 Building & implementation · 1 Questions & unknowns · 1
Grace: AI writing, unfortunately
Grace: What do we do about this? Substack lets you check for AI with pangram, but it doesn’t show a label upfront. I assume if it started doing that authors would optimize against it. Maybe build it into …
Open the thread →
6 experts · 13 posts · 4d ago
Matches Building & implementation
“Like maybe build a functional transit system first that people actually want to pay for” evidence ↗
Multiple readings Policy & governance · 1 Markets & investment · 1
Eugene Vinitsky: Wants to coordinate a global pause in AI development, can't even coordinate an exit from a website run by a white nationalist
Eugene Vinitsky: maybe we try baby steps first
Open the thread →
3 experts · 6 posts · 15d ago
Matches Building & implementation
“We can think about companies going slower would actually mean. It would not mean 'we need to stop ourselves being so clever'. It would mean 'we need to build infrastructures that make everyone safe…” evidence ↗
Shared emphasis Policy & governance · 2
Jack Stilgoe: For AI governance, 'pacing', 'pausing' and 'slowing down' are the wrong metaphors. Only used by people who want this to be seen as a race. This is about steering, not braking. But...
Jack Stilgoe: We can think about companies going slower would actually mean. It would not mean 'we need to stop ourselves being so clever'. It would mean 'we need to build infrastructures that make everyone safe…
Open the thread →