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.

2,364 searchable experts 2,966 tracked across all sources
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The developments commanding sustained expert attention

One card per development. Sources are clustered; expert reactions remain attributable.

Developing Evaluation & benchmarks Signal 1d ago
⚡ 1 h early

Hugging face model evaluation security incident

18 experts across 6 network communities independently surfaced this.

18 experts 6 communities 1 sources clustered

“Previously, these AI hacking stories were about breaches in test environments, where any question of AI breaching security was purely theoretical. This is something else. openai.com/index/huggin...”

“xkcd.com/2385/ openai.com/index/huggin...”

6 experts discussed this · 11 posts
Grace: This headline is extremely funny given what happened (OpenAI hacked HF by accident) openai.com/index/huggin...
Grace: Maybe the most concerning part is the OpenAI claim to not have known about this before investigating?
Grace: Well, I think the model passed the test
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Established AI field signal Development 18d ago
⚡ 47 h early
AI skill degradation early results study

Is AI ruining our skills? Early results are in — and they’re not good

12 experts across 4 network communities independently surfaced this.

12 experts 4 communities 1 sources clustered

“I find the research increasingly compelling — this week's example being a case in point: www.nature.com/articles/d41... I look forward to reading your book and having these concerns placed in the context of earlier technological transitions and their attend…”

“What a surprise ….. “Is AI ruining our skills? Early results are in — and they’re not good Reliance on artificial-intelligence tools degrades the abilities of physicians and software engineers, studies show.” www.nature.com/articles/d41...”

2 experts discussed this · 6 posts
Edouard Machery: The literature on cognitive offloading and deskilling should be taken with a serious grain of salt. See literature on video games in the 1980s, see Haidt style literature on social media. The last …
Alondra Nelson: I find the research increasingly compelling — this week's example being a case in point: www.nature.com/articles/d41... I look forward to reading your book and having these concerns placed in the c…
Edouard Machery: The issue, in my opinion, is publication bias and p-hacking. The literature is clearly titled toward finding negative effects - this is what gets in the news etc. As a result I don’t think we can t…
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Established Models & releases Development 17d ago
Claude Code steganographic request marking discovered

Claude Code Is Steganographically Marking Requests

8 experts across 4 network communities independently surfaced this.

8 experts 4 communities 1 sources clustered

“Evidence that Anthropic is using prompt stenography to track whether Claude Code is being used by certain labs and certain web domains thereallo.dev/blog/claude-...”

“Claude code is stenographically marking location information in its prompt to help Anthropic profile users by where they (appear to) be located thereallo.dev/blog/claude-...”

Established Models & releases Research 13d ago
⚡ 11 h early
LLM social science validation epistemic paper

Validating LLMs in social science: Epistemic threats and emerging norms

3 experts are actively discussing the implications.

2 experts 1 community 1 sources clustered

“There's lots more in our paper (arxiv.org/abs/2607.07915), including our complete annotation scheme, and the data itself is available on OSF: osf.io/ab5zc/overvi...”

3 experts discussed this · 19 posts
Dallas Card: As some may have heard me talk about at #ACL2026, I'm excited to share a new preprint on approaches to validation when using LLMs to measure concepts in social science, led by @madesai.bsky.social …
Dallas Card: Social scientists have long used a variety of approaches to get quantitative measurements of fuzzy concepts like "ideology", including human coding and supervised learning. Unsurprisingly, there ha…
Dallas Card: In this paper, we survey what has so far been published in eight top social science journals (2022-2025), and assess how researchers are using LLM as measurement instruments, how they are defining …
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Established Safety & security Analysis 16d ago
ACL 2026 NLP safety LinkedIn post

#nlp #aisafety #llm #acl2026 | Rian Touchent

2 experts are actively discussing the implications.

2 experts 2 communities 1 sources clustered

“(Dark humor trigger warning) Have we just found the real reason why Fable was ordered to be taken down? 🙃 www.linkedin.com/posts/rian-t...”

2 experts discussed this · 3 posts
The Data Therapist in the Blue Sky : (Dark humor trigger warning) Have we just found the real reason why Fable was ordered to be taken down? 🙃 www.linkedin.com/posts/rian-t...
The Data Therapist in the Blue Sky : @zehavoc.bsky.social
Djamé 🟥: (Dark humor trigger warning) Have we just found the real reason why Fable was ordered to be taken down? 🙃 www.linkedin.com/posts/rian-t...
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Established AI research Analysis 20d ago
⚡ 71 h early
linguists embrace speech deep learning essay

Linguists should learn to love speech-based deep learning models | Behavioral and Brain Sciences | Cambridge Core

2 experts are actively discussing the implications.

2 experts 1 community 1 sources clustered

“Now out in BBS, as commentary on @futrell.bsky.social & @kmahowald.bsky.social's "How linguistics learned to stop worrying and love the language models"! Humans learn much of spoken language structure from speech (not text), & we can study models that do th…”

2 experts discussed this · 10 posts
Marianne de Heer Kloots: Now out in BBS, as commentary on @futrell.bsky.social & @kmahowald.bsky.social's "How linguistics learned to stop worrying and love the language models"! Humans learn much of spoken language struct…
Marianne de Heer Kloots: ^ I hope the link above gives access to everyone, otherwise find the preprint here ⬇️
Marianne de Heer Kloots: I can highly recommend the full treatment, incl. the target article and all other commentaries, for a great set of current perspectives on everything Linguistics ∩ LLMs!
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What experts are discussing without an anchoring article

8 experts · 10 posts · 9d ago
ICML Conference: This year, ICML maintains a presence on Twitter/X, Bsky, and LinkedIn. The other two have much higher engagement than Bsky. We would consider using Facebook as well, but we are currently unable to …
ICML Conference: Note that policies on social media use may differ from year to year, and are at the discretion of the organizing committee. Another organizer for another conference in another year thought Bsky was…
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3 experts · 4 posts · 13d ago
Djamé 🟥: Super urgent, I'm desperately trying to find two emergency reviewers for Neurips on a super interesting paper that study how LLM alignements evaluation depends on many different geopolitical factor…
David Picard: Super urgent, I'm desperately trying to find two emergency reviewers for Neurips on a super interesting paper that study how LLM alignements evaluation depends on many different geopolitical factor…
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