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.

2,364 searchable experts 2,966 tracked across all sources
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Showing developments with attributable Concern & critique 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 Building & implementation Markets & investment Opportunity & adoption
4 live reaction maps in this view Jump to the evidence ↓
Live tension Google ai open web Building & implementation · 4 attributable reactions Multiple readings Ai medical scribes doctors Concern & critique · 3 attributable reactions Shared emphasis AI is more likely than humans to form biases when hiring Concern & critique · 2 attributable reactions +1 more reaction maps further down
Showing signals surfaced by Data & Society ×
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.

Established AI field signal Signal 7d ago

Google ai open web

9 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Data & Society
“As web searches are increasingly performed by AI chatbots, the number of people visiting websites is falling. It's a change that poses a serious threat to the open web. www.nytimes.com/2026/07/20/t...” evidence ↗
9 experts 3 communities 1 sources clustered
Data & Society Taylor Lorenz Kashmir Hill Christopher Mims kate conger nilay patel Jeff (Gutenberg Parenthesis) Jarvis Dare Obasanjo +1
Primary source nytimes.com ↗
Established AI business Signal 19d ago
⚡ 52 h early

Ai medical scribes doctors

3 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Data & Society
“"The danger is not only that AI might write something wrong. It is that...AI may make it easier for us to offload some of the reasoning medicine requires, to do less of the painstaking work of sorting through uncertainty ourselves." www.nytimes.com/2026/07/…” evidence ↗
3 experts 3 communities 1 sources clustered
Data & Society Scott McGrath Jane Rosenzweig
Primary source nytimes.com ↗
Developing Culture, work & education Signal 1d ago
⚡ 385 h early

Ai white collar jobs

2 experts are actively discussing the implications.

Why this matches Concern & critique reaction 1 attributable expert contribution · Data & Society
“Once AI companies have taught their models to perform a certain job, their need for more training data in that area could sharply decline. In this way, data-training start-ups are like the freelancers they employ: making $$ today, in danger of being dropped…” evidence ↗
2 experts 2 communities 1 sources clustered
Data & Society Jeffrey P. Bigham

“Once AI companies have taught their models to perform a certain job, their need for more training data in that area could sharply decline. In this way, data-training start-ups are like the freelancers they employ: making $$ today, in danger of being dropped…”

“it's not like Mercor is the first to do this, but interesting that AI companies hiring experts is (finally) getting attention :: www.nytimes.com/2026/07/10/b...”

2 experts discussed this · 5 posts
Jeffrey P. Bigham: end of an era. the lesson one should not take from this is that human annotation/labeling is over, but the players have changed. scale, surge, companies that work at larger scale, have taken over.
Jeffrey P. Bigham: it's always been a little bit odd how little amazon invested in making mturk good, yet they kept it around. the lore was something about how they were keeping it in case it became useful.
Long Lasting Mascot: Indeed. My first project in grad school involved getting turkers to annotate data for us. The results were not good, but I was never sure if it was our instructions or their abilities.
Open the full discussion →
Primary source nytimes.com ↗
Developing Responsible AI Development 2d ago
⚡ 174 h early

AI is more likely than humans to form biases when hiring

2 directory members surfaced this signal.

Why this matches Concern & critique reaction 2 attributable expert contributions · Data & Society, Critical AI https://read.dukeupress.edu/critical-ai/issue
“New research suggests that LLMs can develop their own biases from experience, separate from their training data. This can lead them to stereotype job applicants even more than humans do. www.technologyreview.com/2026/07/20/1...” evidence ↗
2 experts 1 community 1 sources clustered
Data & Society Critical AI https://read.dukeupress.edu/critical-ai/issue
How the network is reacting 2 experts are emphasizing concern & critique.
Shared emphasis

Concern & critique

2 experts

Risks, limits and unintended consequences.

“New research suggests that LLMs can develop their own biases from experience, separate from their training data. This can lead them to stereotype job applicants even more than humans do. www.technologyreview.com/2026/07/20/1...”

Primary source technologyreview.com ↗
Established AI business Signal 8d ago

The public deserves socially beneficial technology in return for its AI investment

3 directory members surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dr. Chinasa T. Okolo
“"The problem with this argument for deregulation for the sake of innovation is that relevant counterfactuals are never considered. For example, what are the costs of deregulation? How many people will lose access to legal recourse when AI harms them?" www.c…” evidence ↗
3 experts 1 community 1 sources clustered
Data & Society Sandra Wachter Dr. Chinasa T. Okolo
Primary source computerweekly.com ↗
Established AI field signal Resource 13d ago
⚡ 15 h early
Data Society AI civics coordinator job posting

Job Application for Project Coordinator, AI Civics at Data & Society Research Institute

2 directory members surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Data & Society
“We’re also searching for a seasoned project coordinator to give critical operational coordination and support to the AI Civics program. Learn more and apply by July 29! job-boards.greenhouse.io/datasocietyr...” evidence ↗
2 experts 2 communities 1 sources clustered
Data & Society Aram Sinnreich

“We’re also searching for a seasoned project coordinator to give critical operational coordination and support to the AI Civics program. Learn more and apply by July 29! job-boards.greenhouse.io/datasocietyr...”

Primary source job-boards.greenhouse.io ↗
Established AI field signal Signal 5d ago

J.B. Branch: Brace yourself for the AI public relations blitz

1 directory member surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Data & Society
““No fellowship, academy or glossy public opinion campaign can repair what years of extraction and broken promises have eroded,” @jbbranch.bsky.social writes. “[T]rust, once squandered, is far harder to build than the next model update.” www.chicagotribune.c…” evidence ↗
1 expert 1 community 1 sources clustered
Data & Society

““No fellowship, academy or glossy public opinion campaign can repair what years of extraction and broken promises have eroded,” @jbbranch.bsky.social writes. “[T]rust, once squandered, is far harder to build than the next model update.” www.chicagotribune.c…”

Primary source chicagotribune.com ↗
Established AI field signal Development 14d ago
Kaiser nurse surveillance undermines healthcare

Kaiser nurses say surveillance of them is undermining healthcare – The Markup

1 directory member surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Data & Society
“What Kaiser call center nurses are experiencing is part of a broader trend: Across different industries, persistent surveillance is increasing stress levels for workers who are resolving complex, emotionally-charged issues. themarkup.org/artificial-i...” evidence ↗
1 expert 1 community 1 sources clustered
Data & Society

“What Kaiser call center nurses are experiencing is part of a broader trend: Across different industries, persistent surveillance is increasing stress levels for workers who are resolving complex, emotionally-charged issues. themarkup.org/artificial-i...”

Primary source themarkup.org ↗