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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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Research & technical analysis Policy & governance Building & implementation Concern & critique

17 live reaction maps in this view Jump to the evidence ↓

Multiple readings When AI builds itself Building & implementation · 10 attributable reactions Multiple readings The AI-as-Normal-Technology view of loss of control incidents Concern & critique · 2 attributable reactions Reaction converging Reimagining research papers as interactive and reliable AI agents - Nature Research & technical analysis · 3 attributable reactions +14 more reaction maps further down

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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 9d ago

⚡ 385 h early

When AI builds itself

18 experts across 6 network communities independently surfaced this.

18 experts 6 communities 1 sources clustered

Mark Riedl Ben Recht Ethan Mollick Tim Kellogg Chris Paxton Sung Kim Scott McGrath Nick Diakopoulos +10

How the network is reacting Experts are approaching this through 3 distinct lenses.

Multiple readings

Building & implementation

5 experts

How teams are shipping and applying it.

“Anthropic's When AI builds itself "We looked at sessions where a human researcher took a wrong turn, showed Claude the session up to that point, and asked it what to do next. Mythos Preview improved on humans 64% of the time—up from 22% in 2024." www.anthro…”

Sung Kim post ↗

Questions & unknowns

4 experts

What remains unresolved or contested.

“I know it's been lifetimes since they put this out, but what did you think of this press release that seems to have more details? www.anthropic.com/institute/re...”

Ben Recht post ↗

Policy & governance

1 expert

Rules, institutions and accountability.

“One could read most points here cynically. But could also take them at their word and see what could be done. Given the sort of equilibrium we have been post GPT-2, the sort of pause they are advocating is simply not going to happen. You are talking of powe…”

Shubhendu Trivedi post ↗

5 experts discussed this · 28 posts

Ethan Mollick: "As of May 2026, more than 80% of the code we merge into Anthropic’s codebase was authored by Claude" Matches independent measures. There is no sign this is slowing down (which doesn't mean there a…

Scott McGrath: "As of May 2026, more than 80% of the code we merge into Anthropic’s codebase was authored by Claude" Matches independent measures. There is no sign this is slowing down (which doesn't mean there a…

Singularity's Bounty e/cc: I had one interview with a hiring manager where he said they don't write code anymore, and they expect not to be reviewing code by the end of the year. Said they mainly spend their time on design docs

Open the full discussion →

Primary source anthropic.com ↗

Established Culture, work & education Resource 11d ago

⚡ 39 h early

MIT AI education report published

Report – AI and Education

10 experts across 4 network communities independently surfaced this.

10 experts 4 communities 1 sources clustered

Maria Antoniak Ted Underwood Grace Lindsay Damien Williams Eileen Clancy 🧿 Nicole Hennig Elizabeth Bonawitz Derek Willis +2

“MIT report is superb. It acknowledges disruption, concedes different disciplines will handle this differently, foregrounds people and social interaction — but also says something obvious I had just about given up hope institutions could say: aiandeducation.…”

Ted Underwood post ↗

“MIT has put out an "AI and Education" report summarizing what they've found at their own institution. Seems thoughtful. aiandeducation.mit.edu/report/”

Grace Lindsay post ↗

3 experts discussed this · 21 posts

Ted Underwood: MIT report is superb. It acknowledges disruption, concedes different disciplines will handle this differently, foregrounds people and social interaction — but also says something obvious I had just…

Derek Willis: MIT report is superb. It acknowledges disruption, concedes different disciplines will handle this differently, foregrounds people and social interaction — but also says something obvious I had just…

Ted Underwood: The world changing is mainly a problem for students. It also changes our ability to evaluate students — but if that’s the primary/sole focus of our conversation, we’ve forgotten the mission.

Open the full discussion →

Primary source aiandeducation.mit.edu ↗

Established Safety & security Analysis 5d ago

AI as normal technology loss of control essay

The AI-as-Normal-Technology view of loss of control incidents

7 experts across 4 network communities independently surfaced this.

7 experts 4 communities 1 sources clustered

Arvind Narayanan Ethan Mollick Nicole Hennig David Marx Stephen Turner Chris By Cory Doctorow (GPG 0xBF3D9110957E5F4C)

How the network is reacting Experts are approaching this through 2 distinct lenses.

Multiple readings

Concern & critique

1 expert

Risks, limits and unintended consequences.

“There are things I disagree with but there is good stuff to learn from taking the perspective of parts of the cybersecurity industry that rogue AI incidents may be best understood as security & organizational failures that let rogue behavior to turn into cr…”

Ethan Mollick post ↗

Policy & governance

1 expert

Rules, institutions and accountability.

“Hey look at this * The AI-as-Normal-Technology view of loss-of-control incidents www.normaltech.ai/p/the-ai-as-... * The Senate must reject the Clarity Act’s ethics charade www.citationneeded.news/clarity-act-...”

By Cory Doctorow (GPG 0xBF3D9110957E5F4C) post ↗

Primary source normaltech.ai ↗

Established Agents & robotics Signal 5d ago

⚡ 29 h early

Reimagining research papers as interactive and reliable AI agents - Nature

5 experts across 3 network communities independently surfaced this.

5 experts 3 communities 1 sources clustered

Eric Topol Scott McGrath Nicole Hennig Stephen Turner Bhaskar Mitra | ভাস্কর মিত্র

How the network is reacting 3 experts are independently emphasizing research & technical analysis.

Reaction converging

Research & technical analysis

3 experts

Evidence, methods and technical implications.

“When your research paper can talk to you and interact with other research papers.... Reimagining science publishing and knowledge dissemination with Paper2Agent https://t.co/S5Q9Qf6DMo @nature @james_y_zou @Jiacheng_Miao https://t.co/v6vIuyDYtn”

Eric Topol post ↗