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.

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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 Policy & governance Questions & unknowns Research & technical analysis
5 live reaction maps in this view Jump to the evidence ↓
Multiple readings Companies rushed in on AI. Now some are pulling back Concern & critique · 5 attributable reactions Multiple readings Companies Are Using Reddit to Manipulate ChatGPT and Google AI Search Concern & critique · 2 attributable reactions Reaction converging Meta Failed to Catch Hundreds of AI Child Abuse Ads. Some Included Images of Real Kids Concern & critique · 3 attributable reactions +2 more reaction maps further down
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 Concern & critique reaction 2 attributable expert contributions · Paris Marx, Rosamunde Van Brakel
““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.”” 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 ↗
Established AI field signal Signal 4d ago
⚡ 3670 h early

Companies Are Using Reddit to Manipulate ChatGPT and Google AI Search

11 experts across 4 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · 404 Media
“"We’re also seeing this alongside incredibly risky sourcing, teens posting about wanting to grow an extra few inches. And then we’re seeing AI manipulation from vendors trying to promote these peptides.” www.404media.co/companies-ar...” evidence ↗
11 experts 4 communities 1 sources clustered
404 Media Joanna Bryson Joseph Cox Sarah T Roberts, PhD Christopher Mims Jason Koebler Djamé 🟥 Mél Hogan / The Data Fix +3
3 experts discussed this · 6 posts
Joanna Bryson: So we all knew how to “google bomb” back in the 00s (remember liar -> Tony Blair?) by linking one page from several others. Is there a gemini bomb? how do we do it? (Hard to believe it’s “unintenti…
Lilian Edwards: It's "LLM grooming" now I believe and takes state actor level resources
Joanna Bryson: Have you a Url about that, by chance?
Open the full discussion →
Primary source 404media.co ↗
Established AI field signal Development 5d ago
⚡ 3 h early
Meta AI child abuse ads failure

Meta Failed to Catch Hundreds of AI Child Abuse Ads. Some Included Images of Real Kids

7 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 4 attributable expert contributions · Hypervisible , Katie Drummond, Andrew Couts
“This company should not exist.” evidence ↗
7 experts 3 communities 1 sources clustered
Hypervisible Scott McGrath Katie Drummond Andrew Couts Social Media Lab 🇬🇾🗽Sydette The Dreaded Gorgon🗽🇬🇾 Stefanie Hane
How the network is reacting 3 experts are independently emphasizing concern & critique.
Reaction converging

Concern & critique

3 experts

Risks, limits and unintended consequences.

“Meta says it reviews all the ads that run on its platforms. The company, though, failed to ID several hundred ads containing graphic, AI CSAM material...some of which included images of real children. Scoop from @mattburgess1.bsky.social”

Primary source wired.com ↗
Established AI field signal Development 20d ago
⚡ 8 h early
Character.ai bankruptcy documents reveal

Character.ai's Bankruptcy Documents Show the Economics of AI Don't Work

9 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Alexander Howard
“The circumstances of CharacterAI’s bankruptcy “are exactly what critics of AI have been saying would happen”— @jasonkoebler.bsky.social They, lit money on fire running its product, did not earn much revenue, & faced huge legal fees after causing harm. Enshi…” evidence ↗
9 experts 3 communities 1 sources clustered
Alex Hanna Shannon Vallor 404 Media Joseph Cox Jason Koebler Alexander Howard Social Media Lab Dr Keith Wilson 🏳️‍🌈 +1
How the network is reacting 3 experts are independently emphasizing policy & governance.
Reaction converging

Policy & governance

3 experts

Rules, institutions and accountability.

“Character[.]ai financials: - $13.8m on compute a month, then $10m a month - bringing in $2.8m in subscriptions, sometimes less than $1m - revenue from all sources $5.3m a month Its bankruptcy shows the economics of AI don't work: www.404media.co/character-a…”

Concern & critique

1 expert

Risks, limits and unintended consequences.

“The circumstances of CharacterAI’s bankruptcy “are exactly what critics of AI have been saying would happen”— @jasonkoebler.bsky.social They, lit money on fire running its product, did not earn much revenue, & faced huge legal fees after causing harm. Enshi…”

2 experts discussed this · 2 posts
Joseph Cox: Character[.]ai financials: - $13.8m on compute a month, then $10m a month - bringing in $2.8m in subscriptions, sometimes less than $1m - revenue from all sources $5.3m a month Its bankruptcy shows…
SwiftOnSecurity: GenZ has no money to goon
Dr J. Rosenbaum: Character[.]ai financials: - $13.8m on compute a month, then $10m a month - bringing in $2.8m in subscriptions, sometimes less than $1m - revenue from all sources $5.3m a month Its bankruptcy shows…
Open the full discussion →
Primary source 404media.co ↗
Established AI field signal Signal 16d ago

Ai just found bug that puts up to of the worlds websites at risk fd0902ea

2 directory members surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Social Media Lab
“"AI Just Found a Bug That Puts up to 70% of the World’s Websites at Risk." www.wsj.com/tech/cyberse...” evidence ↗
2 experts 1 community 1 sources clustered
tweety fish Social Media Lab

“"AI Just Found a Bug That Puts up to 70% of the World’s Websites at Risk." www.wsj.com/tech/cyberse...”

Primary source wsj.com ↗
Established AI field signal Signal 18d ago
⚡ 3 h early

Who, If Anyone, Should Have a License to Kill AI?

2 directory members surfaced this signal.

Why this matches Concern & critique reaction 2 attributable expert contributions · Lawfare, Social Media Lab
“Fearing the possibility of existential risk, federal and state officials have proposed legislation to mandate the implementation of kill switches at AI companies. Lawmakers need to specify the precise enforcement conditions and how it would operate, writes …” evidence ↗
2 experts 1 community 1 sources clustered
Lawfare Social Media Lab
Primary source lawfaremedia.org ↗
Established AI business Development 8d ago
Cohere Palantir partnership announced

Exclusive: Cohere is quietly working with Palantir to deploy its AI models

1 directory member surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Social Media Lab
“Cohere has previously been linked to Palantir, but the company says it does not work with Palantir. Despite this denial, rumours and concerns about a potential relationship continue to circulate online. betakit.com/cohere-says-...” evidence ↗
1 expert 1 community 1 sources clustered
Social Media Lab

“Cohere has previously been linked to Palantir, but the company says it does not work with Palantir. Despite this denial, rumours and concerns about a potential relationship continue to circulate online. betakit.com/cohere-says-...”

Primary source techcrunch.com ↗
Established AI business Signal 17d ago

Hugging Face CEO warns that Netflix's OpenAI hack documentary isn't accurate | TechCrunch

1 directory member surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Social Media Lab
“"It is true that there are big risks associated with AI and agents. Still, treating agents as conscious beings (at least, at this point) is a bit like the early moviegoers who ducked under their seats the first time they saw a train racing toward them on-sc…” evidence ↗
1 expert 1 community 1 sources clustered
Social Media Lab

“"It is true that there are big risks associated with AI and agents. Still, treating agents as conscious beings (at least, at this point) is a bit like the early moviegoers who ducked under their seats the first time they saw a train racing toward them on-sc…”

Primary source techcrunch.com ↗
Established Agents & robotics Analysis 8d ago
AI agent liability law falls short

Liability Could Rein In Rogue AI Agents. Current Law Falls Short.

1 directory member surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Social Media Lab
“Yes, "in principle" ... But in reality... "In principle, liability law is well-positioned to address the central market failure associated with AI—developing and deploying advanced AI systems generates risks of harm to non-consenting third parties that are …” evidence ↗
1 expert 1 community 1 sources clustered
Social Media Lab

“Yes, "in principle" ... But in reality... "In principle, liability law is well-positioned to address the central market failure associated with AI—developing and deploying advanced AI systems generates risks of harm to non-consenting third parties that are …”

Primary source justsecurity.org ↗
Established AI field signal Signal 8d ago

jiia.or.jp

1 directory member surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Social Media Lab
“👀 "Japan's Vulnerability to Information Operations in the AI Era: Government Strategic Communications That May Fail to Reach Generative AI" www.jiia.or.jp/eng/report/2...” evidence ↗
1 expert 1 community 1 sources clustered
Social Media Lab

“👀 "Japan's Vulnerability to Information Operations in the AI Era: Government Strategic Communications That May Fail to Reach Generative AI" www.jiia.or.jp/eng/report/2...”

Primary source jiia.or.jp ↗
Established Vision & synthetic media Signal 11d ago

DeepfakesTracker.org FAQs

1 directory member surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Social Media Lab
“For more on deepfakes, here's an introduction to deepfakes — what they are, how they are generated, an overview of the different kinds of harm they can contribute to, and what is being done about them. deepfakestracker.org/deepfaqs/” evidence ↗
1 expert 1 community 1 sources clustered
Social Media Lab

“For more on deepfakes, here's an introduction to deepfakes — what they are, how they are generated, an overview of the different kinds of harm they can contribute to, and what is being done about them. deepfakestracker.org/deepfaqs/”

Primary source deepfakestracker.org ↗
Established Policy & governance Signal 11d ago

New Queensland laws iron out legal loophole on pornographic deepfakes

1 directory member surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Social Media Lab
“"Queensland government introduces new laws criminalising creation of sexually explicit deepfake images" www.abc.net.au/news/2026-10...” evidence ↗
1 expert 1 community 1 sources clustered
Social Media Lab

“"Queensland government introduces new laws criminalising creation of sexually explicit deepfake images" www.abc.net.au/news/2026-10...”

Primary source abc.net.au ↗
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 Concern & critique
“Interesting article. But I think the bigger issue is that AI is rapidly becoming a new discovery layer. If publishers prevent AI systems from retrieving and referencing their content, they risk gra…” 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…
Open the thread →