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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Showing signals surfaced by Eugene Vinitsky ×
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The developments commanding sustained expert attention

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

Established Culture, work & education Analysis 4d ago
⚡ 9 h early
NYT essay AI won't steal jobs

Opinion | Why A.I. Won’t Steal All Our Jobs - The New York Times

12 experts across 4 network communities independently surfaced this.

12 experts 4 communities 1 sources clustered
Eugene Vinitsky Ted Underwood Jeffrey P. Bigham zeynep tufekci Eileen Clancy 🧿 Daniel Solove Neil Turkewitz samuel mehr +4

“Out of curiosity I had Fable write a response to the article about the weaknesses of LLMs: www.nytimes.com/2026/06/30/o... It's uh, pretty good. claude.ai/code/artifac...”

“usually a fan of Zeynep's accounts, but AI will get better and better at customer service until it's at least as good as humans, … a big part of that will be systems engineering, including architectures that enable one AI interaction to share with the next …”

10 experts discussed this · 51 posts
Eugene Vinitsky: Out of curiosity I had Fable write a response to the article about the weaknesses of LLMs: www.nytimes.com/2026/06/30/o... It's uh, pretty good. claude.ai/code/artifac...
Eugene Vinitsky: The only prompting was to tell the model that it was possible to check that links were correct
Ted Underwood: Out of curiosity I had Fable write a response to the article about the weaknesses of LLMs: www.nytimes.com/2026/06/30/o... It's uh, pretty good. claude.ai/code/artifac...
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Primary source nytimes.com ↗
New AI research Research 16h ago
⚡ 5 h early
equivariance at scale paper

Does equivariance matter at scale?

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered
Eugene Vinitsky Juan Diego Rodriguez

“Does physical modeling matter or should we just do data-driven stuff? I feel like this paper characterizes things perfectly: arxiv.org/abs/2410.23179. Physics-based modeling is always helpful but the relative gain closes at scale”

Primary source arxiv.org ↗
Established AI field signal Analysis 4d ago
AI researchers Twitter dependence essay

What it means that the AI research community can't quit twitter - rl-blogging

3 experts across 3 network communities independently surfaced this.

3 experts 3 communities 1 sources clustered
Eugene Vinitsky Michael Ekstrand VE, cybersocial occult investigator

“The AI community failed to exit twitter. What implications can we draw about what people believe from this?”

“References 1) rl-blogging.leaflet.pub/3mqxlvav2ss2z”

10 experts discussed this · 27 posts
Eugene Vinitsky: The AI community failed to exit twitter. What implications can we draw about what people believe from this?
Michael Ekstrand: The AI community failed to exit twitter. What implications can we draw about what people believe from this?
Eugene Vinitsky: Yep! This is why I'm less interested in castigating than building better spaces. This was more an idle exploration of what people must think to justify their behavior
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Primary source rl-blogging.leaflet.pub ↗
Established Agents & robotics Research 10d ago
⚡ 4 h early

Adversarial Policies Beat Superhuman Go AIs

5 experts are actively discussing the implications.

2 experts 1 community 1 sources clustered
Eugene Vinitsky Tim van Erven

“These are very odd failures! arxiv.org/abs/2211.00241”

5 experts discussed this · 14 posts
Eugene Vinitsky: Taking more seriously the claim that recent ML models do not "reason", it still is quite odd the particular ways that superhuman game-playing models fail, suggesting that what they're doing is some…
Eugene Vinitsky: These are very odd failures! arxiv.org/abs/2211.00241
tweety fish: this is absolutely my hobbyhorse but nothing I've seen yet has convinced me that we do a good job of evaluating how the sort of solution manifold of LLMs diverges from that of humans and that strik…
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Primary source arxiv.org ↗
Developing Policy & governance Research 1d ago
⚡ 6 h early
success conditioning policy improvement RL paper

Success Conditioning as Policy Improvement: The Optimization Problem Solved by Imitating Success

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered
Eugene Vinitsky

“Weirdly unnoticed but super interesting paper formalizing what's going on in all the "just imitate successful trajectories" work arxiv.org/abs/2601.18175”

Primary source arxiv.org ↗
Debates gaining attention

What experts are discussing without an anchoring article

5 experts · 11 posts · 19h ago
Mark Riedl Eugene Vinitsky Stella Biderman David Marx Rich Harang
Stella Biderman: If you believe their story, OpenAI accidentally committed cyber warfare against Hugging Face while doing what they thought was an internal test of a model without internet access. In six months tim…
Stella Biderman: If EleutherAI did this, I would be in jail. If DeepSeek did this, the government would consider it an act of cyber warfare. To be clear, this is the appropriate response. But the combination of OAI…
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7 experts · 9 posts · 9d ago
Naomi Saphra Maria Antoniak Eugene Vinitsky Christian Wolf Djamé 🟥 Claas Voelcker David Picard ICML Conference
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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4 experts · 20 posts · 8d ago
Eugene Vinitsky Colin rev. howard arson Mary Branscombe
rev. howard arson: working on this in 2019, the reason we delayed releasing any LLMs to the public was specifically because "if we fuck this up or handle it irresponsibly, we will ruin first the web, then society, an…
rev. howard arson: 2022, almost instantaneously, coinciding with Sergey Brin having gone completely fucking insane during the pandemic and then returning to involvement at Alphabet. (he spent almost a decade prior hi…
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