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.

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 Marielza ×

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 4d ago
⚡ 5 h early

Globally, More People Expect AI to Cause Job Loss Than Growth

3 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Marielza
“A new Pew Research survey across 37 countries found that on balance, people expect AI will lead to job loss in next 20 years & people are more likely to say AI will increase rather than decrease the gap between the rich and the poor... www.pewresearch.org/g…” evidence ↗
3 experts 2 communities 1 sources clustered

“A new Pew Research survey across 37 countries found that on balance, people expect AI will lead to job loss in next 20 years & people are more likely to say AI will increase rather than decrease the gap between the rich and the poor... www.pewresearch.org/g…”

Established AI research Analysis 20d ago
⚡ 27 h early
Atlantic society of cheats essay

A Society of Cheats

3 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Frank Pasquale
““Squeaky-clean grammar, a superabundance of bullet points, and fairly robotic reiteration of facts rather than the pleasing lurch of original thinking”: “This is the horrid house style of AI-generated papers” www.theatlantic.com/ideas/2026/0...” evidence ↗
3 experts 2 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Concern & critique

1 expert

Risks, limits and unintended consequences.

“www.theatlantic.com/ideas/2026/0... "This is how communities tend to respond to crime waves: They beef up law enforcement. Surveillance widens, punishments stiffen, and legal codes expand to police behavior that was formerly restrained by customary norms of…”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

““Squeaky-clean grammar, a superabundance of bullet points, and fairly robotic reiteration of facts rather than the pleasing lurch of original thinking”: “This is the horrid house style of AI-generated papers” www.theatlantic.com/ideas/2026/0...”

Established AI field signal Analysis 15d ago
⚡ 6 h early
AI makes humans less human essay

AI Is Already Making Us Less Human

2 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Frank Pasquale
““Kim & McGrill have been studying what happens when people attribute human traits to AI: they are more likely to dehumanize their fellow humans.” www.theatlantic.com/ideas/2026/0...” evidence ↗
2 experts 1 community 1 sources clustered

““Kim & McGrill have been studying what happens when people attribute human traits to AI: they are more likely to dehumanize their fellow humans.” www.theatlantic.com/ideas/2026/0...”