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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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.

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Showing signals surfaced by Ben Winters ×

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 Signal 12d ago
⚡ 1024 h early

Guy Who Sucks At Being A Person Sees Huge Potential In AI

7 experts across 4 network communities independently surfaced this.

7 experts 4 communities 1 sources clustered

“this may well be the defining joke of our era theonion.com/guy-who-suck...”

“From the Onion, though it's the most realistic AI headline I've seen in a while . . . theonion.com/guy-who-suck...”

Established Policy & governance Signal 19d ago

Ai slop lawmakers congress

6 experts across 2 network communities independently surfaced this.

6 experts 2 communities 1 sources clustered

“I made jokes about this on twitter years ago and now it’s actually happening www.politico.com/news/2026/08...”

“Bad content drives out good, painfully close to home edition. www.politico.com/news/2026/08...”