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 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.

Showing signals surfaced by Woodrow Hartzog ×

The developments commanding sustained expert attention

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

New AI field signal Signal 11h ago

papers.ssrn.com

4 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Frank Pasquale
“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 ↗
4 experts 2 communities 1 sources clustered
Developing Culture, work & education Development 1d ago
⚡ 4 h early
Cocomelon studio mandates AI experimentation

Cocomelon's Studio Tells Its Artists to Start Experimenting With AI

6 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Jason Koebler
“the studio behind Cocomelon and Blippi tells its animators to start experimenting with AI: www.404media.co/cocomelons-s...” evidence ↗
6 experts 2 communities 1 sources clustered

“the studio behind Cocomelon and Blippi tells its animators to start experimenting with AI: www.404media.co/cocomelons-s...”

“Moonbug Entertainment, which makes Cocomelon, Blippi, and other popular content for children, says it will begin using AI but will always have a 'human in the loop.' www.404media.co/cocomelons-s...”

Established Culture, work & education Analysis 16d ago
⚡ 6 h early
right to refuse AI chatbot higher education essay

Grounding the right to refuse AI chatbot use in higher education - AI and Ethics

3 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Charles Logan
“"The premise underlying this paper is that no person or institution should coerce a student, researcher or instructor to use AI chatbots to complete academic tasks." ht: Dagmar Monett” evidence ↗
3 experts 1 community 1 sources clustered

“"The premise underlying this paper is that no person or institution should coerce a student, researcher or instructor to use AI chatbots to complete academic tasks." ht: Dagmar Monett”

Established AI field signal Analysis 7d ago
Kate Crawford AI slop metabolic logic essay

Intensification - Kate Crawford - Eating the Future: The Metabolic Logic of AI Slop

2 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Woodrow Hartzog, Roland Meyer
“An ouroboros of garbage. Kate Crawford has a great piece on this: "The Metabolic Logic of AI Slop": www.e-flux.com/architecture...” evidence ↗
2 experts 2 communities 1 sources clustered
How the network is reacting 2 experts are emphasizing research & technical analysis.
Shared emphasis

Research & technical analysis

2 experts

Evidence, methods and technical implications.

“An ouroboros of garbage. Kate Crawford has a great piece on this: "The Metabolic Logic of AI Slop": www.e-flux.com/architecture...”