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.

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Showing signals surfaced by tweety fish ×

The developments commanding sustained expert attention

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

Established AI field signal Signal 12d ago
⚡ 7 h early

Using AI for just 10 minutes erodes your ability to persist at hard things - Berkeley News

13 experts across 4 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Cat Hicks
“Ok, so if you've been following along my weekend I've seen this study/preprint shared around a bunch and I decided the people needed a replication opportunity it is here: persist-study.pages.dev Based on this: news.berkeley.edu/2026/10/09/u...” evidence ↗
13 experts 4 communities 1 sources clustered
3 experts discussed this · 4 posts
Hypervisible : 🤷🏿‍♂️
evacide: I cannot overstate how much I have built my entire personality around persisting at hard things, which may help to explain why I find rarely find AI tools to be useful.
Hypervisible : Same! I don’t think I’m overstating things to say part of the project with these tools is to sap our wills.
Open the full discussion →
Established AI business Research 8d ago
⚡ 5 h early
ChatGPT users detect AI text paper

People who frequently use ChatGPT for writing tasks are accurate and robust detectors of AI-generated text

3 experts are actively discussing the implications.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · tweety fish
“there was a conversation about pangram on here yesterday and I ended up finding this article linked _on pangram's site_. The finding that expert humans can actually do the task (better than the automated systems) is cool and actually a good sign for automat…” evidence ↗
2 experts 2 communities 1 sources clustered

“there was a conversation about pangram on here yesterday and I ended up finding this article linked _on pangram's site_. The finding that expert humans can actually do the task (better than the automated systems) is cool and actually a good sign for automat…”

3 experts discussed this · 20 posts
tweety fish: it found a false positive rate for pangram of _2%_, which is INSANELY high, like let's say that 10% of prose examples uploaded to pangram are not human generated that means you'd get 18 false posit…
tweety fish: for the future of things like literary prizes because it indicates that the more people run across ai gen text the more they can recognize it (and, likely, I editorialize, the less appealing they'l…
tweety fish: there was a conversation about pangram on here yesterday and I ended up finding this article linked _on pangram's site_. The finding that expert humans can actually do the task (better than the aut…
Open the full discussion →
Established AI field signal Signal 7d ago
⚡ 713 h early

arxiv.org

4 experts are actively discussing the implications.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · tweety fish, Andrea Lathrop
“I had totally forgotten (or maybe missed at the time) that Gelman and Shalizi published a takedown of the whole idea of Bayesian inference as inductive rational inference. What a treat of a morning! arxiv.org/pdf/1006.3868” evidence ↗
2 experts 1 community 1 sources clustered
4 experts discussed this · 6 posts
tweety fish: I had totally forgotten (or maybe missed at the time) that Gelman and Shalizi published a takedown of the whole idea of Bayesian inference as inductive rational inference. What a treat of a morning…
Isaiah Bishop: Shalizi-pilled more and more
Dan Greene : Gelman bows to no man
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Established AI field signal Signal 17d ago

arxiv.org

4 experts are actively discussing the implications.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · tweety fish
“just follow the line back here: arxiv.org/pdf/2404.09937” evidence ↗
1 expert 1 community 1 sources clustered

“just follow the line back here: arxiv.org/pdf/2404.09937”

4 experts discussed this · 15 posts
tweety fish: I just realized that you can use the "intelligence is compression" argument to argue that our digestive systems are intelligent independent of the rest of our brain and nervous system. Having a ver…
tweety fish: yep! also one of the things it is engaged in is dimensionality reduction, where it compresses all of the information relevant to higher level behavior to fit into a very narrow channel (gut-brain a…
tweety fish: the people who strongly advocate for this literally say things like that.
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Established AI field signal Signal 6d ago

cmor-faculty.rice.edu

1 directory member surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · tweety fish
“mmmmaybe although one of my favorite papers ever is Olshausen & Field 1996 where they showed that learning the optimal sparse code for natural image statistics ended up looking pretty much like V1 receptive fields www.cmor-faculty.rice.edu/~caam415/Ma_...” evidence ↗
1 expert 1 community 1 sources clustered

“mmmmaybe although one of my favorite papers ever is Olshausen & Field 1996 where they showed that learning the optimal sparse code for natural image statistics ended up looking pretty much like V1 receptive fields www.cmor-faculty.rice.edu/~caam415/Ma_...”

What experts are discussing without an anchoring article

7 experts · 29 posts · 15d ago
Matches Research & technical analysis
“Once again, if you are a senior researcher spreading doom to junior researchers, shut up shut up shut up. It’s your job to figure out a path forward, even in high uncertainty times. Come back when …” evidence ↗
Reaction converging Research & technical analysis · 3
Eugene Vinitsky: Once again, if you are a senior researcher spreading doom to junior researchers, shut up shut up shut up. It’s your job to figure out a path forward, even in high uncertainty times. Come back when …
Eugene Vinitsky: This is not a call to be dishonest! But you don’t have to say anything if you don’t have anything useful to say
Open the thread →
6 experts · 34 posts · 15d ago
Matches Research & technical analysis
“This is about asking from the weights.” evidence ↗
Reaction converging Questions & unknowns · 3 Concern & critique · 1 Opportunity & adoption · 1
Colin: I don’t understand why people think this isn’t the most obvious question in the world. No, of course not. You don’t know what the distribution of responses will be; that’s why you do the survey.
Matt Darling: I do think there's a case for doing this sort of thing because it's cheap - especially if you are just testing questions before a real survey.
Open the thread →
4 experts · 31 posts · 6d ago
Matches Research & technical analysis
“I would simply look at the properties of the thing you end up with after performing the silicon neuron experiment and see how it behaves in order to inform my preliminary assessment of what it is” evidence ↗
Shared emphasis Research & technical analysis · 2
Colin: I see people say this all the time and I think it’s just wrong in general. I don’t think you can make human skin out of pebbles. This is not because I think human skin is magic and pebbles are non-…
Colin: Consciousness may or may not be the kind of thing you can make out of artificial neural networks. Magic does not need to have anything to do with it.
Open the thread →
5 experts · 22 posts · 14d ago
Matches Research & technical analysis
“literally why not? If you're the one who picked through the slop, figured out which parts work, which parts are crazy, write it up sensibly, explain it to others, seek peer review, etc., why should…” evidence ↗
Multiple readings Questions & unknowns · 2 Building & implementation · 1
Colin: Mathematicians should start picking through the Proofening papers, finding whatever’s valuable, and republishing under their own names. None of it is copyrighted.
Colin: You can cite “the structure of reality”
Open the thread →