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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Showing developments with attributable Research & technical analysis reactions.

New Network reaction maps

See how experts are reacting—not just what they shared.

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 Eileen Clancy 🧿 ×

The developments commanding sustained expert attention

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

Established Evaluation & benchmarks Signal 5d ago
⚡ 1 h early

Hugging face model evaluation security incident

23 experts across 6 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Jeffrey P. Bigham
“model capability jaggedness is part of the unintuitiveness of current AI, but it's made even less intuitive by tirelessness… wigguming through the jaggedness toward something that looks like success. not quite a paperclip factory, but not so far off. metaph…” evidence ↗
23 experts 6 communities 1 sources clustered
6 experts discussed this · 12 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
Open the full discussion →
Established Models & releases Development 5d ago
OpenAI math research misconduct allegations

OpenAI’s latest math breakthroughs commit research misconduct, experts say

10 experts across 5 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · René Walter
“OpenAI's latest math breakthroughs commit research misconduct, experts say archived: archive.ph/JCl4g” evidence ↗
10 experts 5 communities 1 sources clustered
How the network is reacting Experts are approaching this through 3 distinct lenses.
Multiple readings

Concern & critique

1 expert

Risks, limits and unintended consequences.

“Also getting really tired of people just uncritically repeating the "AI math breakthrough" thing without referencing the responses from the math community alleging misconduct and outright theft and plagiarism. www.scientificamerican.com/article/open...”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“OpenAI's latest math breakthroughs commit research misconduct, experts say archived: archive.ph/JCl4g”

Questions & unknowns

1 expert

What remains unresolved or contested.

“OpenAI claimed their products have solved several complex math problems, so what’s the issue? OpenAI just took credit for work done by humans without proper citations. When people in my field do that, they get tenure. Hahaha Red more: www.scientificamerican…”

6 experts discussed this · 48 posts
Timnit Gebru: We even DEFINED what language models are in our paper and gave their history.
Timnit Gebru: Emily Bender is a more patient person than me and has written a Frequently Unasked Questions about this. I have seen a whole bunch of people saying this like its some gotcha talking point they've a…
Timnit Gebru: These men who say factually and technically wrong things with such confidence are so fascinating to me. HE doesn't know what a language model is and thinks that OUR formulation is wrong. Because HE…
Open the full discussion →
Established AI field signal Signal 13d ago
⚡ 58 h early

Ai social sciences

8 experts across 3 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Data & Society
“"To navigate the shock waves of AI, we must restore social science research as an enterprise that starts from the public interest," write Henry J. Farrell, Alison Gopnik, and James Evans. www.nytimes.com/2026/09/06/o...” evidence ↗
8 experts 3 communities 1 sources clustered
Established Culture, work & education Signal 13d ago
⚡ 29 h early

AI tool turns any paper into an ‘agent’ that can collaborate and answer complex queries

3 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Eric Topol, Scott McGrath
“More on research papers becoming an agent and interacting https://t.co/2NF04truRD” evidence ↗
3 experts 2 communities 1 sources clustered
Established Culture, work & education Signal 13d ago
⚡ 29 h early

AI tool turns any paper into an ‘agent’ that can collaborate and answer complex queries

3 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Eric Topol, Scott McGrath
“More on research papers becoming an agent and interacting https://t.co/2NF04truRD” evidence ↗
3 experts 2 communities 1 sources clustered
Established Culture, work & education Signal 13d ago
⚡ 33 h early

AI tool turns any paper into an ‘agent’ that can collaborate and answer complex queries

3 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Eric Topol, Scott McGrath
“More on research papers becoming an agent and interacting https://t.co/2NF04truRD” evidence ↗
3 experts 2 communities 1 sources clustered
Established Culture, work & education Signal 13d ago
⚡ 33 h early

AI tool turns any paper into an ‘agent’ that can collaborate and answer complex queries

3 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Eric Topol, Scott McGrath
“More on research papers becoming an agent and interacting https://t.co/2NF04truRD” evidence ↗
3 experts 2 communities 1 sources clustered
Established Culture, work & education Signal 13d ago
⚡ 35 h early

AI tool turns any paper into an ‘agent’ that can collaborate and answer complex queries

3 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Eric Topol, Scott McGrath
“More on research papers becoming an agent and interacting https://t.co/2NF04truRD” evidence ↗
3 experts 2 communities 1 sources clustered
Established Culture, work & education Signal 13d ago
⚡ 35 h early

AI tool turns any paper into an ‘agent’ that can collaborate and answer complex queries

3 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Eric Topol, Scott McGrath
“More on research papers becoming an agent and interacting https://t.co/2NF04truRD” evidence ↗
3 experts 2 communities 1 sources clustered
Established Culture, work & education Signal 13d ago
⚡ 39 h early

AI tool turns any paper into an ‘agent’ that can collaborate and answer complex queries

3 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Eric Topol, Scott McGrath
“More on research papers becoming an agent and interacting https://t.co/2NF04truRD” evidence ↗
3 experts 2 communities 1 sources clustered
Established Culture, work & education Signal 13d ago
⚡ 39 h early

AI tool turns any paper into an ‘agent’ that can collaborate and answer complex queries

3 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Eric Topol, Scott McGrath
“More on research papers becoming an agent and interacting https://t.co/2NF04truRD” evidence ↗
3 experts 2 communities 1 sources clustered
Established Culture, work & education Signal 13d ago
⚡ 41 h early

AI tool turns any paper into an ‘agent’ that can collaborate and answer complex queries

3 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Eric Topol, Scott McGrath
“More on research papers becoming an agent and interacting https://t.co/2NF04truRD” evidence ↗
3 experts 2 communities 1 sources clustered
Established Culture, work & education Signal 13d ago
⚡ 41 h early

AI tool turns any paper into an ‘agent’ that can collaborate and answer complex queries

3 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Eric Topol, Scott McGrath
“More on research papers becoming an agent and interacting https://t.co/2NF04truRD” evidence ↗
3 experts 2 communities 1 sources clustered
Established Culture, work & education Signal 13d ago
⚡ 45 h early

AI tool turns any paper into an ‘agent’ that can collaborate and answer complex queries

3 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Eric Topol, Scott McGrath
“More on research papers becoming an agent and interacting https://t.co/2NF04truRD” evidence ↗
3 experts 2 communities 1 sources clustered
Established Culture, work & education Signal 13d ago
⚡ 45 h early

AI tool turns any paper into an ‘agent’ that can collaborate and answer complex queries

3 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Eric Topol, Scott McGrath
“More on research papers becoming an agent and interacting https://t.co/2NF04truRD” evidence ↗
3 experts 2 communities 1 sources clustered
Established Culture, work & education Signal 13d ago
⚡ 47 h early

AI tool turns any paper into an ‘agent’ that can collaborate and answer complex queries

3 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Eric Topol, Scott McGrath
“More on research papers becoming an agent and interacting https://t.co/2NF04truRD” evidence ↗
3 experts 2 communities 1 sources clustered
Established Culture, work & education Signal 13d ago
⚡ 47 h early

AI tool turns any paper into an ‘agent’ that can collaborate and answer complex queries

3 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Eric Topol, Scott McGrath
“More on research papers becoming an agent and interacting https://t.co/2NF04truRD” evidence ↗
3 experts 2 communities 1 sources clustered
Established Culture, work & education Signal 13d ago
⚡ 51 h early

AI tool turns any paper into an ‘agent’ that can collaborate and answer complex queries

3 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Eric Topol, Scott McGrath
“More on research papers becoming an agent and interacting https://t.co/2NF04truRD” evidence ↗
3 experts 2 communities 1 sources clustered

What experts are discussing without an anchoring article

15 experts · 106 posts · 6d ago
Matches Research & technical analysis
“the most accurate and helpful information during this ordeal has come from paper printouts in arial font and random passengers conveying hearsay” evidence ↗
Multiple readings Policy & governance · 1 Questions & unknowns · 1
sarah jeong: lol my flight got diverted because of a medical emergency and they landed us in reykjavik in the middle of the night and deplaned us and sent us through passport control and then the crew vanished …
sarah jeong: everything is closed. they won't let us have our checked bags. no one is here to answer our questions or help us. so we have no food no clothes and no recourse. lol. lmao.
Open the thread →
5 experts · 9 posts · 8d ago
Matches Research & technical analysis
“and the irony of this popping up as i try to read papers on the reproducibility crisis in machine learning research, exacerbated by llms” evidence ↗
Shared emphasis Research & technical analysis · 2
Abeba Birhane: i hate it @wileyonlinelibrary.bsky.social, please kill this
Lana Sinapayen: "Always verify" then don't make the stupid useless tool then.
Open the thread →
3 experts · 4 posts · 5d ago
Matches Research & technical analysis
“over the past few weeks several AI evaluation/cybersecurity experts have explained how what's happening is a result of human incompetence rather than "AI going rogue". I'm begging the media to show…” evidence ↗
Abeba Birhane: over the past few weeks several AI evaluation/cybersecurity experts have explained how what's happening is a result of human incompetence rather than "AI going rogue". I'm begging the media to show…
Eileen Clancy 🧿: over the past few weeks several AI evaluation/cybersecurity experts have explained how what's happening is a result of human incompetence rather than "AI going rogue". I'm begging the media to show…
Open the thread →
2 experts · 4 posts · 20d ago
Matches Research & technical analysis
“geez, the pettiness of not allowing the Anthropic mathematician to appear on the paper if the OpenAI proposal were accepted” evidence ↗
Multiple readings Concern & critique · 1 Research & technical analysis · 1
Eileen Clancy 🧿: OpenAI's attempt to snatch away from human mathematicians the honor of solving a key mathematical problem. Sébastien Bubeck (OpenAI) asked Tristan Buckmaster (NYU), "Why would you ruin your career?…
Eileen Clancy 🧿: The comments are full of (mostly) thoughtful folks. Like: "The biggest problem here is people affiliated with the 'Big 2' going mano a mano against experts in this field and ... threatening their a…
Open the thread →