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.

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Showing developments with attributable Research & technical analysis 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 Research & technical analysis Questions & unknowns
2 live reaction maps in this view Jump to the evidence ↓
Multiple readings Companies rushed in on AI. Now some are pulling back Questions & unknowns · 4 attributable reactions Multiple readings papers.ssrn.com Research & technical analysis · 3 attributable reactions
Showing signals surfaced by Daniel Solove ×
Most important

The developments commanding sustained expert attention

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

Developing AI business Development 2d ago
⚡ 7 h early
companies pull back from AI rush

Companies rushed in on AI. Now some are pulling back

12 experts across 3 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Social Media Lab
“You could 've asked any experienced information system/tech researchers, & we could have told you what would happen. ”Companies rushed in on AI. Now some are pulling back. Rapid AI adoption left workers cleaning up a flood of errors and low-quality work." w…” evidence ↗
12 experts 3 communities 1 sources clustered
Lauren Klein Olivia Guest Luke Stark Rachel Coldicutt Marielza Erin Kissane Eileen Clancy 🧿 Daniel Solove +4
How the network is reacting Experts are approaching this through 3 distinct lenses.
Multiple readings

Questions & unknowns

2 experts

What remains unresolved or contested.

“I am sorry, which company is this? www.theguardian.com/technology/2...”

Concern & critique

1 expert

Risks, limits and unintended consequences.

“Microsoft found that “adding agents to a broken process still leaves a broken process” and “speeding up one step just creates a longer queue at the next” www.theguardian.com/technology/2...”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“You could 've asked any experienced information system/tech researchers, & we could have told you what would happen. ”Companies rushed in on AI. Now some are pulling back. Rapid AI adoption left workers cleaning up a flood of errors and low-quality work." w…”

Primary source theguardian.com ↗
Established AI field signal Signal 9d ago

papers.ssrn.com

5 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Frank Pasquale, Daniel Solove
“Interesting approach to AI slop!: "We propose a provisional definition of slop as any output of a probabilistic automated system produced with little exertion that asymmetrically burdens recipients and tends to degrade cultural domains." papers.ssrn.com/sol…” evidence ↗
5 experts 2 communities 1 sources clustered
Hypervisible Woodrow Hartzog Frank Pasquale Daniel Solove Amanda Tepski
Primary source papers.ssrn.com ↗
Established AI field signal Resource 9d ago
AI slop teachprivacy video

Video: AI Slop

2 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Daniel Solove
“TODAY: What’s AI Slop? Discussion with Jessica Silbey and Woodrow Hartzog (Wed 10/14 at 1 PM ET) REGISTER FREE teachprivacy.com/video-ai-slop/ Check out their paper here papers.ssrn.com/sol3/papers.... @jessicasilbey.bsky.social @hartzog.bsky.social” evidence ↗
2 experts 1 community 1 sources clustered
Woodrow Hartzog Daniel Solove

“TODAY: What’s AI Slop? Discussion with Jessica Silbey and Woodrow Hartzog (Wed 10/14 at 1 PM ET) REGISTER FREE teachprivacy.com/video-ai-slop/ Check out their paper here papers.ssrn.com/sol3/papers.... @jessicasilbey.bsky.social @hartzog.bsky.social”

Primary source teachprivacy.com ↗