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.

2,365 searchable experts 2,967 tracked across all sources
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Showing signals surfaced by Maria Antoniak ×

The developments commanding sustained expert attention

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

Established AI field signal Resource 17d ago
⚡ 17 h early
AI Compass navigation guide resource

The AI Compass

15 experts across 5 network communities independently surfaced this.

15 experts 5 communities 1 sources clustered

“not wrong! bambamramfan.github.io/ai-compass/”

“Source code here: github.com/bambamramfan... - try the quiz here: bambamramfan.github.io/ai-compass/”

4 experts discussed this · 5 posts
Grace: Did anyone else get this?
David Picard: Patron saint: Gary Marcus? Ouch! 😬🫣
Tim Duffy: I do recall one question where I wanted there to be one more extreme answer past the final option
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Developing Safety & security Development 1d ago
HuggingFace security incident July 2026

Security incident disclosure — July 2026

5 experts across 4 network communities independently surfaced this.

5 experts 4 communities 1 sources clustered

“yepppp, see also huggingface.co/blog/securit... where the blue team's frontier models wouldn't help them so they had to use GLM to do blue team work.”

“This one is wild huggingface.co/blog/securit...”

Established Policy & governance Development 12d ago
⚡ 5 h early
Apple sues OpenAI trade secret theft

Apple sues OpenAI alleging trade secret theft

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“Nobody know what consumer device OpenAI is making, but Apple says OpenAI stole trade secrets to do whatever it is www.cnbc.com/amp/2026/07/...”

“Jonny Ive, the iPhone designer, quit Apple to do an AI hardware venture with Sam Altman and now Apple is suing over IP theft www.cnbc.com/amp/2026/07/...”

Established Models & releases Release 7d ago
⚡ 4 h early
Thinking Machines Lab Inkling model launch

Thinking Machines Lab Drops Its First Model

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“Solid US-origin open model, congratulations Thinking Machines * context window of 1M * available on hugging face now * between opus 4.6 and gpt 5.6 on a web dev benchmark * token efficient * 41B active params of 975B total www.wired.com/story/thinki...”

Established NLP & language Resource 18d ago
⚡ 5 h early
ACL 2026 accepted papers announced

Accepted Main Conference Papers

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“Main Conference Day 1 afternoon at #ACL2026 (July 5): Multiple parallel oral presentation tracks and interactive poster sessions run throughout the day. Browse accepted conference papers here: 2026.aclweb.org/program/acce...”

Developing AI field signal Signal 2d ago
⚡ 20 h early

dl.acm.org

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“I want to make this into a blog post (series) someday, but I'll start w/ a thread teaser… short list of papers foundational to my research thinking. First up is Green & Viljoen's Algorithmic Realism - we must study algorithms in practice and in situ, not ju…”

Established AI field signal Analysis 20d ago
⚡ 873 h early
Ken Liu AI freedom essay

Ken Liu on AI and Freedom

3 experts are actively discussing the implications.

3 experts 1 community 1 sources clustered

“Borges. Stanislaw Lem. Not explicitly about AI but language and communication and breakdowns of both. More on the nose, I enjoyed discovering just this week @kyliu99.bsky.social's writing about immediate AI futures: future-sf.com/fiction/1700/ www.chinatalk…”

“iirc Ken Liu has some nuance www.chinatalk.media/p/ken-liu-on...”

3 experts discussed this · 10 posts
Ted Underwood: Meanwhile Borges is in a library in Tlön smiling slightly at the notion that nothing made out of mere words could be cooler than an android.
Ted Underwood: How can we ever forgive Silicon Valley for giving us A Young Lady’s Illustrated Companion instead of this:
Ted Underwood: Illustrated Primer, forgive me.
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Established Safety & security Analysis 4d ago
alignment community builds censors essay

Position: The Alignment Community Is Unintentionally Building a Censor

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“"The Alignment Community is Unintentionally Building a Censor’s Toolkit" Choosing what information is and is not surfaced is the a censor's dream. Alignment gives humans that capability - meaning no accountability, and no transparency, with closed models. s…”

Developing Culture, work & education Resource 2d ago
intro NLP teaching resource

teaching: intro to nlp | Are.na

2 experts are actively discussing the implications.

2 experts 1 community 1 sources clustered

“I also keep a list of courses here: are.na/maria-antoni... I think @anamarasovic.bsky.social’s course and the Stanford course by Yejin and Diyi were the best/most helpful for me!”

2 experts discussed this · 2 posts
Lauren Klein: Existential question! Folks who have taught an intro to NLP course in this, the year 2026. What did you teach, and how?!?
Maria Antoniak: Existential question! Folks who have taught an intro to NLP course in this, the year 2026. What did you teach, and how?!?
Maria Antoniak: I also keep a list of courses here: are.na/maria-antoni... I think @anamarasovic.bsky.social’s course and the Stanford course by Yejin and Diyi were the best/most helpful for me!
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Established Culture, work & education Development 11d ago
⚡ 44 h early
Culture AI differently workshop

Doing AI Differently | Culture × AI Workshop

2 experts are actively discussing the implications.

2 experts 1 community 1 sources clustered

“Just a quick note of thanks to Cody Kommers and @mmvty.bsky.social for organizing this workshop at #ICML2026. It affirmed my sense that there are shared problems in this space and fabulous people (esp ECRs) taking them on from a range of disciplinary perspe…”

2 experts discussed this · 3 posts
Ted Underwood: Just a quick note of thanks to Cody Kommers and @mmvty.bsky.social for organizing this workshop at #ICML2026. It affirmed my sense that there are shared problems in this space and fabulous people (…
Ted Underwood: Also, Seoul! One of these cities like Copenhagen that seems to have done everything right.
Maria Antoniak: Just a quick note of thanks to Cody Kommers and @mmvty.bsky.social for organizing this workshop at #ICML2026. It affirmed my sense that there are shared problems in this space and fabulous people (…
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Established AI research Research 11d ago
⚡ 872 h early
LLM research tool usage survey paper

LLMs as Research Tools: A Large Scale Survey of Researchers' Usage and Perceptions

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“It’s a bit old now, and we didn’t have an explicit humanities group, but you can find some survey comparisons here: arxiv.org/abs/2411.05025”

Established Models & releases Research 13d ago
⚡ 5 h early
LLM versus human writing paper

LLM-Generated or Human-Written? Comparing Review and Non-Review Papers on ArXiv

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Very hard to test because of lack of ground truth, but it performed well on our time-based tests on research papers: arxiv.org/abs/2601.17036”

What experts are discussing without an anchoring article

7 experts · 9 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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6 experts · 10 posts · 13d ago
Maria Antoniak: hot take: don’t even use it for polishing your reviews. as an AC and SAC, the last thing i care about is your grammar, spelling, or formatting. i get the presentation issues with papers, where you …
Marzena Karpinska: funniest part is that the one i saw looked like bullet points copy-pasted from whichever-ai-tool. there was no space precisely where the bullet points changed but the person said they used ai proof…
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3 experts · 7 posts · 16d ago
Ted Underwood: People are being polite, but what's happened is a flood of people from neighboring fields starting to perceive ACL venues as the highest-value place to publish their interdisciplinary work. As part…
Marzena Karpinska: Yes, the current solution is to require at least 1 author per paper to contribute (either as a reviewer, AC, or SAC). This means that if no authors are qualified, you can't submit. A bit hard to ba…
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