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 Concern & critique 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.

Concern & critique Opportunity & adoption
2 live reaction maps in this view Jump to the evidence ↓
Multiple readings Americans and AI 2026: Chatbots, Smart Devices and Views on Impact Concern & critique · 2 attributable reactions Reaction converging Models Don't Go Rogue Concern & critique · 3 attributable reactions
Showing signals surfaced by Luke Stark ×
New & accelerating

What is moving across the network now

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

Developing Culture, work & education Research 1d ago
⚡ 55 h early
Pew Research Americans AI views 2026

Americans and AI 2026: Chatbots, Smart Devices and Views on Impact

6 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Emily Hunt
“~50% of people (in the US) use LLMs regularly, and this has only been increasing more over time. These products are already somewhat ingrained in society, and informing people about the risks and issues with tools that they are attached to does not work if …” evidence ↗
6 experts 3 communities 1 sources clustered
Luke Stark Colin Amanda Tepski Social Media Lab Emily Hunt Jake Laperruque
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Concern & critique

1 expert

Risks, limits and unintended consequences.

“~50% of people (in the US) use LLMs regularly, and this has only been increasing more over time. These products are already somewhat ingrained in society, and informing people about the risks and issues with tools that they are attached to does not work if …”

Opportunity & adoption

1 expert

New capabilities, benefits and practical upside.

“"More Americans are using chatbots, and some are adopting AI summaries and smart speakers. But views about AI and how fast it’s advancing tilt negative – even for younger adults" www.pewresearch.org/internet/202...”

Primary source pewresearch.org ↗
Developing Safety & security Analysis 2d ago
models don't go rogue essay

Models Don't Go Rogue

8 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 3 attributable expert contributions · Benjamin Riley, Elke Schwarz, René Walter
“Well we just disagree here, that's ok. Because I don't think it helps anyone to credit AI agents with "building a civilization" (or three) and hinting that the little guys getting dangerously smart. I'm with @eryk.bsky.social: mail.cyberneticforests.com/mod…” evidence ↗
8 experts 3 communities 1 sources clustered
Timnit Gebru Eryk Salvaggio Luke Stark Shannon Mattern Mél Hogan / The Data Fix Benjamin Riley Elke Schwarz René Walter
How the network is reacting 3 experts are independently emphasizing concern & critique.
Reaction converging

Concern & critique

3 experts

Risks, limits and unintended consequences.

“Well we just disagree here, that's ok. Because I don't think it helps anyone to credit AI agents with "building a civilization" (or three) and hinting that the little guys getting dangerously smart. I'm with @eryk.bsky.social: mail.cyberneticforests.com/mod…”

5 experts discussed this · 20 posts
Timnit Gebru: Friends, when I sent this message to my team laughing, I didn't know that this fairytale blog had been shared far & wide & that people actually believed it. I didn't know that until someone asked m…
Timnit Gebru: At a certain point I have to ask myself if I got all this pedigree and spent decades doing research and building things to then spend the rest of my life attempting to come up with good arguments a…
Timnit Gebru: Agents didn't "confer" that is anthropomorphization of computer programs trained to do certain tasks.
Open the full discussion →
Primary source mail.cyberneticforests.com ↗
Debates gaining attention

What experts are discussing without an anchoring article

4 experts · 19 posts · 5d ago
Anil Dash Luke Stark Karl Bode Mary Branscombe
Matches Concern & critique
“and that concerns me because 1 the least responsibly built and run data centres are the ones that will find a way to short circuit planning processes and rules 2 you can't fix the problem in the lo…” evidence ↗
Multiple readings Policy & governance · 1 Building & implementation · 1
Anil Dash: I'll add some nuance here — most local pushback against data centers is actually quite fluent, and not grounded in the more wild-eyed rhetoric you see on social media. Very often, the core premise …
Luke Stark: I'll add some nuance here — most local pushback against data centers is actually quite fluent, and not grounded in the more wild-eyed rhetoric you see on social media. Very often, the core premise …
Open the thread →