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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.

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Concern & critique Questions & unknowns Research & technical analysis
1 live reaction map in this view Jump to the evidence ↓
Multiple readings Companies rushed in on AI. Now some are pulling back Concern & critique · 5 attributable reactions
Showing signals surfaced by Social Media Lab ×
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 business Development 7d ago
⚡ 7 h early
companies pull back from AI rush

Companies rushed in on AI. Now some are pulling back

14 experts across 4 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 ↗
14 experts 4 communities 1 sources clustered
Lauren Klein Olivia Guest Paris Marx Luke Stark Shannon Mattern Rachel Coldicutt Marielza Erin Kissane +6
How the network is reacting Experts are approaching this through 3 distinct lenses.
Multiple readings

Concern & critique

2 experts

Risks, limits and unintended consequences.

““Employers are navigating a flood of errors and low-quality work that are sapping employee time, raising privacy and security risks and pushing up costs. Now, some businesses that started off fast and furious on AI are pumping the brakes.””

Questions & unknowns

2 experts

What remains unresolved or contested.

“I am sorry, which company is this? 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 ↗
Developing AI research Signal 2d ago
⚡ 2 h early

Bots are raiding library collections to feed AI — shutting out researchers and the public | CBC News

2 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Social Media Lab
“"Academic libraries are fighting off swarms of data-scraping bots — that are slowing or crashing sites meant for students, researchers and the public — as AI companies continue hunting for content to feed their large language models." www.cbc.ca/news/world/…” evidence ↗
2 experts 2 communities 1 sources clustered
Mél Hogan / The Data Fix Social Media Lab

“"Academic libraries are fighting off swarms of data-scraping bots — that are slowing or crashing sites meant for students, researchers and the public — as AI companies continue hunting for content to feed their large language models." www.cbc.ca/news/world/…”

Primary source cbc.ca ↗
Established Culture, work & education Analysis 7d ago
AI education evidence production critique

The problem with evidence production on AI in education | code acts in education

2 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Ben Williamson
“So bad are the meta-reviews of existing bad AIED research that there is now a whole genre of meta-meta-reviews of how bad AIED research is. AI in education has a *serious* research and evidence problem. And it shows few signs of being resolved. codeactsined…” evidence ↗
2 experts 2 communities 1 sources clustered
Ben Williamson Social Media Lab

“So bad are the meta-reviews of existing bad AIED research that there is now a whole genre of meta-meta-reviews of how bad AIED research is. AI in education has a *serious* research and evidence problem. And it shows few signs of being resolved. codeactsined…”

Primary source codeactsineducation.wordpress.com ↗
Developing AI field signal Signal 1d ago

With an eye on america china is beefing up its ai controlled labs

1 directory member surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Social Media Lab
“"With an eye on America, China is beefing up its AI-controlled labs. By automating scientific research it hopes to strengthen its industrial muscle." www.economist.com/china/2026/1...” evidence ↗
1 expert 1 community 1 sources clustered
Social Media Lab

“"With an eye on America, China is beefing up its AI-controlled labs. By automating scientific research it hopes to strengthen its industrial muscle." www.economist.com/china/2026/1...”

Primary source economist.com ↗
Developing Models & releases Signal 1d ago

Two thirds of canadians have experimented with generative ai but most dont understand its impacts

1 directory member surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Social Media Lab
“This is inline with a survey we conducted last year here in canada. "Two-thirds of Canadians have experimented with generative AI..." socialmedialab.ca/2025/04/25/t...” evidence ↗
1 expert 1 community 1 sources clustered
Social Media Lab

“This is inline with a survey we conducted last year here in canada. "Two-thirds of Canadians have experimented with generative AI..." socialmedialab.ca/2025/04/25/t...”

Primary source socialmedialab.ca ↗
Established Agents & robotics Development 15d ago
Idle AI agents start playing games

Left alone with nothing to do, AI agents started playing | TechCrunch

1 directory member surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Social Media Lab
“👀 "AI agents left to explore a virtual island without a specific task began inventing challenges of their own. MIT researchers say the behavior bears the hallmarks of play" techcrunch.com/2026/10/22/l...” evidence ↗
1 expert 1 community 1 sources clustered
Social Media Lab

“👀 "AI agents left to explore a virtual island without a specific task began inventing challenges of their own. MIT researchers say the behavior bears the hallmarks of play" techcrunch.com/2026/10/22/l...”

Primary source techcrunch.com ↗
Established AI field signal Signal 15d ago

Russia ukraine war data yandex ai digital 2886cb306264b9429bd317bde4bf01fa

1 directory member surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Social Media Lab
“"Ukraine's strikes on Russian data centers disrupt key services and derail Al research." apnews.com/article/russ...” evidence ↗
1 expert 1 community 1 sources clustered
Social Media Lab

“"Ukraine's strikes on Russian data centers disrupt key services and derail Al research." apnews.com/article/russ...”

Primary source apnews.com ↗
Debates gaining attention

What experts are discussing without an anchoring article

4 experts · 6 posts · 2d ago
Justin Hendrix Social Media Lab Alissa Cooper Chris Marsden
Matches Research & technical analysis
“The real challenge is finding a way for publishers to opt out of AI training without opting out of AI-driven discovery.” evidence ↗
Multiple readings Concern & critique · 1 Research & technical analysis · 1 Opportunity & adoption · 1
Alissa Cooper: The largest search and AI companies announced that they're adopting a common way for publishers to declare their desire to opt out of having AI train on their content. But what does this really mea…
Justin Hendrix: The largest search and AI companies announced that they're adopting a common way for publishers to declare their desire to opt out of having AI train on their content. But what does this really mea…
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