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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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 Data & Society ×

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.

9 experts 3 communities 1 sources clustered
Established Culture, work & education Development 13d ago
⚡ 26 h early
AI World Cup data workers labor report

The AI-powered World Cup runs on thousands of data workers

6 experts across 2 network communities independently surfaced this.

6 experts 2 communities 1 sources clustered

““The World Cup will put football’s data and AI on the largest stage there is,” says @grohmannrafael.bsky.social. “The football we watch runs on [data] work as much as on the players. None of it would exist without the workforce behind it.” restofworld.org/2…”

““The growth of wearable technology such as smart vests, as well as the betting industry and prediction platforms like Kalshi and Polymarket, is also fueling the demand for data workers.””

Established AI field signal Analysis 9d ago
⚡ 6 h early
AI opt-out user burden essay

Please Stop Making Me Opt Out of AI

5 experts across 2 network communities independently surfaced this.

5 experts 2 communities 1 sources clustered

“"When a company chooses to opt you into an AI feature, they are making decisions with real-world consequences," @thiccreese.bsky.social writes. If a company "opts millions of users into a deepfake tool, then a world filled w even more deepfakes becomes more…”

““If a company automatically opts millions of users into a deepfake tool, then a world filled with even more deepfakes becomes more possible. And that's a reality I’d love to opt out of.” My latest for @wired.com: www.wired.com/story/please...”

Established AI business Signal 19d ago
⚡ 52 h early

Ai medical scribes doctors

3 experts across 3 network communities independently surfaced this.

3 experts 3 communities 1 sources clustered
Developing Culture, work & education Signal 1d ago
⚡ 385 h early

Ai white collar jobs

2 experts are actively discussing the implications.

2 experts 2 communities 1 sources clustered

“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 →
New Agents & robotics Signal 10h ago

The Limits of Human Oversight in the Age of AI Agents - Data & Society

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“On August 20, at 1 p.m. ET, the authors will join @mmitchell.bsky.social, chief ethics scientist @hf.co; and Madeleine Claire Elish, head of eval, responsible development, & innovation at Google Deepmind; to discuss their research. Learn more and RSVP! data…”

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.

2 experts 1 community 1 sources clustered
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...”

Developing AI field signal Analysis 2d ago
⚡ 219 h early
AI gender gap parenting intersection essay

The A.I. Gender Gap Meets the Parenting Gender Gap

3 directory members surfaced this signal.

3 experts 1 community 1 sources clustered

“A lesson from the history of household tech, from the vacuum cleaner to the AI family assistant: Labor-saving technology tends to create domestic systems that are far more efficient over all, but not necessarily easier for the people doing the labor. www.ne…”

““Recently, she tried to train Claude to help with meal planning for her family of three, but gave up after a couple of months. “It would leave crucial ingredients out, it would get the proportions totally wrong, it would suggest the same five things over an…”

Established AI field signal Analysis 14d ago
⚡ 5 h early
ChatGPT user secret sharing psychology

The Chatbot That Foretold Why People Share Secrets With ChatGPT | WIRED

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“In an excerpt in @wired.com, the authors of "Inventing ELIZA: How the First Chatbot Shaped the Future of AI" examine one of ELIZA’s earliest interactions and how it laid the groundwork for human relationships with computers for decades to come. www.wired.co…”

Established AI business Development 20d ago
⚡ 5 h early
Utah AI prescription chatbot launch

Utah lets AI refill prescriptions. Doctors are wary | AP News

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“Experts say they aren’t opposed to AI prescribing. But they say it should have to meet rigorous standards akin to human doctors, who undergo years of testing and training before being licensed to practice medicine. apnews.com/article/ai-p...”

Established AI business Signal 7d ago

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

3 directory members surfaced this signal.

3 experts 1 community 1 sources clustered
New Agents & robotics Signal 11h ago

The Oversight Fallacy: Why AI Agents Require More than Humans-in-the-Loop - Data & Society

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“📣 New! As AI agents are increasing used for daily tasks, their relative autonomy challenges traditional means of human oversight. Samir Passi & Ranjit Singh show why oversight can't rest on individual users alone, w specific recommendations for builders and…”

Developing Culture, work & education Signal 1d ago

Ai screens schools weingarten

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

““If we don’t find a way to call this out from an education perspective, I fear that we will lose a generation of kids,” says @rweingarten.bsky.social. “The work of teaching and learning in the earliest grades should be done without AI.” www.nytimes.com/2026…”

Established AI research Resource 13d ago
⚡ 15 h early
AI civics senior researcher job posting

Senior Researcher, AI Civics

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“🚨 Job alert: We're hiring a senior researcher for our AI Civics program! This subject-matter expert will be a lead contributor to our ambitious work on civic action and community control over AI. Learn more and apply by July 30! job-boards.greenhouse.io/dat…”

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.

2 experts 2 communities 1 sources clustered

“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...”

Established Policy & governance Analysis 15d ago
⚡ 6 h early
AI job applicant discrimination responsibility essay

Assigning Responsibility When AI Discriminates Against Job Applicants | TechPolicy.Press

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

““[I]f software cannot bear responsibility, the responsibility does not evaporate. It stays with the people and institutions that designed the screen, set its thresholds, supplied its data, configured it, bought it, and benefited from it.” www.techpolicy.pre…”

Established AI field signal Development 16d ago

Meta Suspends Instagram AI Image Feature After Days of Backlash

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“Meta’s reversal comes in response to overwhelming (and predictable!) public backlash, "as AI companies’ continued experimentation with new features tests their users’ boundaries with how their likenesses are scraped by models." variety.com/2026/biz/new...”

“Oh hey, public outcry and pressure still work. "Meta Suspends AI Image Feature After Days of Backlash" variety.com/2026/biz/new...”

Established AI field signal Signal 5d ago

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

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

““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…”