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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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 Mike Caulfield ×

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 Development 7d ago
⚡ 10 h early
AI chatbots counter propaganda study

AI chatbots may be better than search engines in guarding against foreign propaganda

4 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Social Media Lab
“A new experiment by NPR and Newsguard suggests AI chatbots may be better than search engines at guarding against foreign propaganda from China, Russia, and Iran. www.npr.org/2026/08/30/n...” evidence ↗
4 experts 2 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
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Research & technical analysis

1 expert

Evidence, methods and technical implications.

“A new experiment by NPR and Newsguard suggests AI chatbots may be better than search engines at guarding against foreign propaganda from China, Russia, and Iran. www.npr.org/2026/08/30/n...”

Context & explanation

1 expert

Background, chronology and why it matters.

“Tools matter, techniques matter, skill matters, context matters. If you don't understand this stuff I don't know why you would be in digital information literacy in the first place, but for some reason we've lost these core insights in this endless discussi…”

Established AI field signal Signal 16d ago
⚡ 30 h early

Googles new ai tool helps fact checkers investigate ai fakes

3 experts across 3 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Andrew Deck
“I took a look at Backstory, an experimental tool from Google DeepMind that automates parts of the image verification process. “Backstory takes an initial process that would take you 50 minutes, and it can shrink it down to three," @mikecaulfield.bsky.social…” evidence ↗
3 experts 3 communities 1 sources clustered