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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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 tweety fish ×

What is moving across the network now

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

Developing Agents & robotics Analysis 1d ago
Bengio AI agents deception essay

Yoshua Bengio | Why are AI agents lying, cheating and coordinating?

4 experts across 3 network communities independently surfaced this.

4 experts 3 communities 1 sources clustered

“To read my blog post on the subject: yoshuabengio.org/en/blog/why-...”

“A little bit of sanity from Yoshua Benjio on recent AI agent behaviors. yoshuabengio.org/en/blog/why-...”

Established AI field signal Signal 6d 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.

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.
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Developing AI field signal Signal 1d ago
⚡ 713 h early

arxiv.org

4 experts are actively discussing the implications.

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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Developing AI field signal Signal 1d ago

cmor-faculty.rice.edu

1 directory member surfaced this signal.

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_...”

Developing AI business Research 2d 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.

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…
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What experts are discussing without an anchoring article

8 experts · 30 posts · 1d ago
Multiple readings Concern & critique · 1 Building & implementation · 1 Questions & unknowns · 1
Colin: Frankenmodel refuses to believe it's not just Claude
Colin: I don't think if you put 6 people in a circle and asked them to tell a story one word at a time they would, together, spontaneously create a story which denies that they are indeed six individuals
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8 experts · 20 posts · 2d ago
Multiple readings Concern & critique · 1 Building & implementation · 1 Opportunity & adoption · 1
Grace: So either we have fictional characters that are integrated into our world in this way, or these characters have ceased to be fully fictional in some way.
Grace: Beyond this, LLM personas also close the loop of output and input- they can take actions in the world, see the results of those actions, and react to them. So they become causally integrated into o…
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