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.

2,397 searchable experts 4,280 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 Stephen Turner ×

The developments commanding sustained expert attention

One card per development. Sources are clustered; reaction bundles describe these posts, never the people behind them.

Developing Safety & security Development 1d 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.

16 experts 6 communities 1 sources clustered
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…
Open the full discussion →
New Safety & security Development 8h ago
⚡ 3 h early
Anthropic Claude Opus 5.5 launch

Introducing Claude Opus 5.5

6 experts across 4 network communities independently surfaced this.

6 experts 4 communities 1 sources clustered

“Opus 5.5 better and cheaper than Opus 5 — typically 40% cheaper, $4/mtok input, $20/mtok out www.anthropic.com/claude-opus-...”

“Claude Opus 5.5 www.anthropic.com/claude-opus-...”

3 experts discussed this · 14 posts
Tim Kellogg: Opus 5.5 better and cheaper than Opus 5 — typically 40% cheaper, $4/mtok input, $20/mtok out www.anthropic.com/claude-opus-...
Tim Kellogg: Sonnet 5.5 & Haiku 5.5 coming soon
Tim Kellogg: it writes fine
Open the full discussion →
Established AI business Analysis 14d ago
⚡ 375 h early
Is AI profitable analysis essay

Is AI Profitable Yet?

13 experts across 6 network communities independently surfaced this.

13 experts 6 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Questions & unknowns

1 expert

What remains unresolved or contested.

“Is AI profitable yet? isaiprofitable.com”

Established AI business Development 8d ago
⚡ 8 h early
Palantir CTO AI researchers smoking claim

AI researchers are taking up smoking because they expect AI to cure cancer, says Palantir CTO

7 experts across 4 network communities independently surfaced this.

7 experts 4 communities 1 sources clustered
How the network is reacting 4 experts are independently emphasizing research & technical analysis.
Reaction converging

Research & technical analysis

4 experts

Evidence, methods and technical implications.

“This is dumb www.businessinsider.com/ai-researche...”

2 experts discussed this · 2 posts
Karl Bode: CTO said a thing!
Kevin Gannon (now a Moo Deng fan account): Alert the uncritical transcriptionists!
Open the full discussion →
Established AI field signal Signal 18d ago

How Claude marks AI-generated content | Claude Help Center

6 experts across 3 network communities independently surfaced this.

6 experts 3 communities 1 sources clustered
3 experts discussed this · 9 posts
Mark Riedl: I look forward to the day that all the closed model labs watermark their text and provide provenance verification tools. It will be a glorious semester during which I will know which students are c…
Mark Riedl: Claude is getting watermarks. I presume GPT will need to implement this too to comply with EU regulations support.claude.com/en/articles/...
Evangelos Kazakos: Claude is getting watermarks. I presume GPT will need to implement this too to comply with EU regulations support.claude.com/en/articles/...
Open the full discussion →
New AI field signal Signal 13h ago

arxiv.org

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“Winner winner arxiv.org/pdf/2610.27918 "AI disclosure. During the writing of this paper, we had several conversations with Claude, 55, owner of the neighborhood bar in Strasbourg. Unfortunately, none of them was of relevance to the topics of the paper."”

Established AI field signal Signal 4d ago
⚡ 88 h early

PhD students who write dissertation with AI less likely to stay in academia

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“🧪 Nearly 30% of US STEM PhD dissertation abstracts in 2026 contained AI-generated text, up from 1.7% in 2023. An NBER working paper of 226k graduates found those using AI were 17% less likely to stay in academia. #PhDSky #AcademicSky”

“PhD students who write dissertation with AI less likely to stay in academia www.nature.com/articles/d41...”

Established AI field signal Signal 4d ago
⚡ 88 h early

PhD students who write dissertation with AI less likely to stay in academia

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“🧪 Nearly 30% of US STEM PhD dissertation abstracts in 2026 contained AI-generated text, up from 1.7% in 2023. An NBER working paper of 226k graduates found those using AI were 17% less likely to stay in academia. #PhDSky #AcademicSky”

“PhD students who write dissertation with AI less likely to stay in academia www.nature.com/articles/d41...”

Established AI field signal Signal 4d ago
⚡ 88 h early

PhD students who write dissertation with AI less likely to stay in academia

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“🧪 Nearly 30% of US STEM PhD dissertation abstracts in 2026 contained AI-generated text, up from 1.7% in 2023. An NBER working paper of 226k graduates found those using AI were 17% less likely to stay in academia. #PhDSky #AcademicSky”

“PhD students who write dissertation with AI less likely to stay in academia www.nature.com/articles/d41...”

Established AI field signal Signal 4d ago
⚡ 88 h early

PhD students who write dissertation with AI less likely to stay in academia

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“🧪 Nearly 30% of US STEM PhD dissertation abstracts in 2026 contained AI-generated text, up from 1.7% in 2023. An NBER working paper of 226k graduates found those using AI were 17% less likely to stay in academia. #PhDSky #AcademicSky”

“PhD students who write dissertation with AI less likely to stay in academia www.nature.com/articles/d41...”

Established AI field signal Signal 4d ago
⚡ 88 h early

PhD students who write dissertation with AI less likely to stay in academia

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“🧪 Nearly 30% of US STEM PhD dissertation abstracts in 2026 contained AI-generated text, up from 1.7% in 2023. An NBER working paper of 226k graduates found those using AI were 17% less likely to stay in academia. #PhDSky #AcademicSky”

“PhD students who write dissertation with AI less likely to stay in academia www.nature.com/articles/d41...”

Established AI field signal Signal 4d ago
⚡ 88 h early

PhD students who write dissertation with AI less likely to stay in academia

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“🧪 Nearly 30% of US STEM PhD dissertation abstracts in 2026 contained AI-generated text, up from 1.7% in 2023. An NBER working paper of 226k graduates found those using AI were 17% less likely to stay in academia. #PhDSky #AcademicSky”

“PhD students who write dissertation with AI less likely to stay in academia www.nature.com/articles/d41...”

Established AI field signal Signal 4d ago
⚡ 88 h early

PhD students who write dissertation with AI less likely to stay in academia

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“🧪 Nearly 30% of US STEM PhD dissertation abstracts in 2026 contained AI-generated text, up from 1.7% in 2023. An NBER working paper of 226k graduates found those using AI were 17% less likely to stay in academia. #PhDSky #AcademicSky”

“PhD students who write dissertation with AI less likely to stay in academia www.nature.com/articles/d41...”

Established AI field signal Signal 4d ago
⚡ 88 h early

PhD students who write dissertation with AI less likely to stay in academia

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“🧪 Nearly 30% of US STEM PhD dissertation abstracts in 2026 contained AI-generated text, up from 1.7% in 2023. An NBER working paper of 226k graduates found those using AI were 17% less likely to stay in academia. #PhDSky #AcademicSky”

“PhD students who write dissertation with AI less likely to stay in academia www.nature.com/articles/d41...”

Established AI field signal Signal 4d ago
⚡ 88 h early

PhD students who write dissertation with AI less likely to stay in academia

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“🧪 Nearly 30% of US STEM PhD dissertation abstracts in 2026 contained AI-generated text, up from 1.7% in 2023. An NBER working paper of 226k graduates found those using AI were 17% less likely to stay in academia. #PhDSky #AcademicSky”

“PhD students who write dissertation with AI less likely to stay in academia www.nature.com/articles/d41...”

Established AI field signal Signal 4d ago
⚡ 112 h early

PhD students who write dissertation with AI less likely to stay in academia

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“🧪 Nearly 30% of US STEM PhD dissertation abstracts in 2026 contained AI-generated text, up from 1.7% in 2023. An NBER working paper of 226k graduates found those using AI were 17% less likely to stay in academia. #PhDSky #AcademicSky”

“PhD students who write dissertation with AI less likely to stay in academia www.nature.com/articles/d41...”

Established AI field signal Signal 4d ago
⚡ 112 h early

PhD students who write dissertation with AI less likely to stay in academia

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“🧪 Nearly 30% of US STEM PhD dissertation abstracts in 2026 contained AI-generated text, up from 1.7% in 2023. An NBER working paper of 226k graduates found those using AI were 17% less likely to stay in academia. #PhDSky #AcademicSky”

“PhD students who write dissertation with AI less likely to stay in academia www.nature.com/articles/d41...”

Established AI field signal Signal 4d ago
⚡ 112 h early

PhD students who write dissertations with AI less likely to stay in academia

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“🧪 Nearly 30% of US STEM PhD dissertation abstracts in 2026 contained AI-generated text, up from 1.7% in 2023. An NBER working paper of 226k graduates found those using AI were 17% less likely to stay in academia. #PhDSky #AcademicSky”

“PhD students who write dissertation with AI less likely to stay in academia www.nature.com/articles/d41...”