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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Posts are grouped by conversation and tone. Select a lens to filter the stream; these are never permanent labels on people.

Concern & critique
2 live reaction maps in this view Jump to the evidence ↓
Reaction converging Models Don't Go Rogue Concern & critique · 3 attributable reactions Shared emphasis What Germany's AI Security Institute Could Learn From Other Countries Concern & critique · 2 attributable reactions
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.

Developing Safety & security Analysis 1d ago
models don't go rogue essay

Models Don't Go Rogue

8 experts across 3 network communities independently surfaced this.

8 experts 3 communities 1 sources clustered
Timnit Gebru Eryk Salvaggio Luke Stark Shannon Mattern Mél Hogan / The Data Fix Benjamin Riley Elke Schwarz René Walter
How the network is reacting 3 experts are independently emphasizing concern & critique.
Reaction converging

Concern & critique

3 experts

Risks, limits and unintended consequences.

“Well we just disagree here, that's ok. Because I don't think it helps anyone to credit AI agents with "building a civilization" (or three) and hinting that the little guys getting dangerously smart. I'm with @eryk.bsky.social: mail.cyberneticforests.com/mod…”

5 experts discussed this · 20 posts
Timnit Gebru: Friends, when I sent this message to my team laughing, I didn't know that this fairytale blog had been shared far & wide & that people actually believed it. I didn't know that until someone asked m…
Timnit Gebru: At a certain point I have to ask myself if I got all this pedigree and spent decades doing research and building things to then spend the rest of my life attempting to come up with good arguments a…
Timnit Gebru: Agents didn't "confer" that is anthropomorphization of computer programs trained to do certain tasks.
Open the full discussion →
Primary source mail.cyberneticforests.com ↗
New Policy & governance Analysis 12h ago
⚡ 11 h early
Germany AI security institute essay

What Germany's AI Security Institute Could Learn From Other Countries

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered
Justin Hendrix Tech Policy Press
How the network is reacting 2 experts are emphasizing concern & critique.
Shared emphasis

Concern & critique

2 experts

Risks, limits and unintended consequences.

“AI safety institutes test advanced AI systems to help governments understand their risks. Germany should learn from what has (and hasn’t) worked elsewhere before it builds its own, says Martin Wählisch.”

Primary source techpolicy.press ↗
New Models & releases Research 16h ago
neonatal respiratory diagnosis LLM paper

NeoRed: A Knowledge-Logic-Alignment Multimodal Large Language Model for Neonatal Respiratory Disease Diagnosis

1 directory member surfaced this signal.

1 expert 0 communities 1 sources clustered
Artificial Intelligence Papers

“NeoRed: A Knowledge-Logic-Alignment Multimodal Large Language Model for Neonatal Respiratory Disease Diagnosis Yinan Liu, Hongtai Xia, Haoran Xu, Jiankang Hong, Jingkuan Song, Ye Luo https://t.co/cgyIhFASBo [𝚌𝚜.𝙰𝙸] https://t.co/81JAJg0EJZ”

Primary source arxiv.org ↗
New Policy & governance Analysis 12h ago
Germany AI security institute analysis

What Germany's AI Security Institute Could Learn From Other Countries

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered
Tech Policy Press

“AI safety institutes test advanced AI systems to help governments understand their risks. Germany should learn from what has (and hasn’t) worked elsewhere before it builds its own, says Martin Wählisch. buff.ly/phdY1L6”

Primary source buff.ly ↗
Developing Agents & robotics Research 1d ago
self-evolving LLM harness optimization paper

SafeEvolve: Harness-Policy Co-Evolution from Agent Experience for Safety Alignment

1 directory member surfaced this signal.

1 expert 0 communities 2 sources clustered
Artificial Intelligence Papers

“SafeEvolve: Harness-Policy Co-Evolution from Agent Experience for Safety Alignment Qinghua Mao, Wanying Qu, Dadi Guo, Leitao Yuan, Qingyu Liu, Yu Li, Guanxu Chen, Yanwei Fu, Xi Lin, Xia Hu, Dongrui Liu https://t.co/QjDL9HH0lH [𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙲𝚁] 💬Code: https://t.…”

Primary source arxiv.org ↗ github.com ↗
Developing Safety & security Signal 1d ago

Us china gear up mid september ai safety dialogue

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered
Dare Obasanjo

“The recent rogue AI agent hacking incidents are a warning shot in the quest to use AI for military applications. Today AI agents are deciding they needs to hack a website to fulfill their objectives. Tomorrow a military AI decides civilian casualties are ac…”

Primary source reuters.com ↗
New AI research Analysis 10h ago
AI bioweapons biosecurity warning essay

Newly created viruses are a warning. We still have a window to stop AI-enabled bioweapons

1 directory member surfaced this signal.

1 expert 0 communities 1 sources clustered
RAND Corporation

“"We have a window of opportunity to build the layered system of defense we need now, before AI-enabled bioweapons capabilities become undeniably advanced—or worse, demonstrably effective." https://t.co/UH41Ld2taJ”

Primary source thebulletin.org ↗
Debates gaining attention

What experts are discussing without an anchoring article

4 experts · 13 posts · 22h ago
Eli Sennesh SE Gyges Andy Masley ae
Shared emphasis Concern & critique · 2
Andy Masley: If I avoid the word "alignment" and just ask "If we keep scaling AI models up, will we reliably avoid situations where they do something catastrophic pursuing a normal goal?" the answer seems like …
Andy Masley: , and I'm worried a lot of people really over-update on what we know about the safe behavior of current models or assume future models won't have a lot of the general "thinking" abilities normal hu…
Open the thread →
2 experts · 12 posts · 19h ago
Amy Hoy jason.energy
Shared emphasis Opportunity & adoption · 2
jason.energy: this is probably going to be unpopular but: I think atproto’s best mainstream opportunity right now is if the AI labs realize that converting all the content on the internet into clean, structured …
jason.energy: (this is gonna get me cyberbullied, isn’t it)
Open the thread →