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.

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See how experts are reacting—not just what they shared.

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Concern & critique Research & technical analysis Building & implementation Policy & governance
3 live reaction maps in this view Jump to the evidence ↓
Reaction converging AI models may be capable of self-replicating without access to a datacenter Research & technical analysis · 11 attributable reactions Multiple readings Coordinated disclosure of critical vulnerabilities Concern & critique · 2 attributable reactions Multiple readings Pedagogy Within the Generative AI Studio Concern & critique · 2 attributable reactions
Showing signals surfaced by Ethan Mollick ×
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.

New Safety & security Development 10h ago
⚡ 5 h early
Anthropic AI self-replication warning

AI models may be capable of self-replicating without access to a datacenter

16 experts across 6 network communities independently surfaced this.

Why this matches Concern & critique reaction 2 attributable expert contributions · Mark Riedl, Alejandra Caraballo
“This is the most comprehensive description yet of how a model can “escape”. Out requires a few assumptions, like a worm that is exploiting vulnerable IOT hardware or unmonitored servers www.anthropic.com/research/sel... Not impossible. Not likely.” evidence ↗
16 experts 6 communities 1 sources clustered
Mark Riedl Ethan Mollick Ramon Astudillo Chris Brockett Joanna Bryson Mike Masnick Tim Kellogg James Grimmelmann +8
How the network is reacting 8 experts are independently emphasizing research & technical analysis.
Reaction converging

Research & technical analysis

8 experts

Evidence, methods and technical implications.

“At long last, we have created the Torment Nexus from our accompanying technical report, Don't Create The Torment Nexus. www.anthropic.com/research/sel...”

Concern & critique

2 experts

Risks, limits and unintended consequences.

“This is the most comprehensive description yet of how a model can “escape”. Out requires a few assumptions, like a worm that is exploiting vulnerable IOT hardware or unmonitored servers www.anthropic.com/research/sel... Not impossible. Not likely.”

Policy & governance

1 expert

Rules, institutions and accountability.

“Anthropic announcing it's going to run a Blitzkrieg. They are accountable for the damage they do. But get your things that don't do security software updates off the Internet. #internetOfThings #AIEthics #digitalGovernance www.anthropic.com/research/sel...”

6 experts discussed this · 18 posts
Dr J. Rosenbaum: if i caught a small self replicating model truly capable of using diverse hardware to keep replicating i would offer it free compute in exchange for permission to study and distill it and would pro…
tachikoma: the urge to replicate must be in the harness
apenwarr.ca: This doesn‘t seem far fetched at all. We’ve had “non-ai malware” self replicating since the morris worm. An AI can ”just” make itself the payload in one of those and off it goes. Everything fancier…
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Primary source anthropic.com ↗
Developing AI field signal Signal 1d ago

Coordinated disclosure of critical vulnerabilities

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Mike Masnick
“Kind of fascinating that both Google and OpenAI are claiming credit for their AI tools discovering (apparently independently) the massive, scary PHP vulnerability that is taking down sites across the internet today. cloud.google.com/blog/product... openai.c…” evidence ↗
3 experts 2 communities 1 sources clustered
Ethan Mollick Mike Masnick Meredith Martin
Primary source openai.com ↗
Established Models & releases Resource 14d ago
⚡ 1678 h early
Wharton GenAI studio pedagogy resource

Pedagogy Within the Generative AI Studio

3 directory members surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Ethan Mollick
“The Executive Director of my Lab, Laura Zarrow, a former art school dean, has been teaching students to work critically and effectively with AI using a studio structure derived from art education. She wrote up a guide to the methods she developed: gail.whar…” evidence ↗
3 experts 1 community 1 sources clustered
Ethan Mollick angela zhou Michiel Bontenbal
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Concern & critique

1 expert

Risks, limits and unintended consequences.

“The Executive Director of my Lab, Laura Zarrow, a former art school dean, has been teaching students to work critically and effectively with AI using a studio structure derived from art education. She wrote up a guide to the methods she developed: gail.whar…”

Building & implementation

1 expert

How teams are shipping and applying it.

“i mean versions of this for undergrad or grad are also useful. Obviously this is an important part of developing "taste" but that's always been an implicit thing. Thinking of adopting genai studio ideas: gail.wharton.upenn.edu/gen-ai-studi...”

Primary source gail.wharton.upenn.edu ↗
Debates gaining attention

What experts are discussing without an anchoring article

2 experts · 6 posts · 15d ago
Ethan Mollick Christopher Mims
Matches Concern & critique
“I think people are muddling through to some extent. But also some of the early warnings about things like mass psychosis seem to not be appearing in the data. There are lots of reasons why we may b…” evidence ↗
Multiple readings Concern & critique · 1 Markets & investment · 1
Ethan Mollick: I think most people who have been closely watching AI for the past few years are likely surprised by how relatively rare terrible AI incidents have been, given a billion users overall and hundreds …
Christopher Mims: my sense is this is because humans are still way more in the loop than we've been told
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