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.

2,373 searchable experts 3,451 tracked across all sources
Filter the conversation Who is saying what?

Combine a professional role with a reaction lens. Both must match the same attributed contribution.

Clear all
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 Ben Recht ×

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 AI field signal Signal 2d ago
⚡ 2560 h early

Unit distance remarks

5 experts across 3 network communities independently surfaced this.

5 experts 3 communities 1 sources clustered
8 experts discussed this · 47 posts
Colin: I hate that today’s most prominent AI skeptics keep forcing me to argue against them. I yearn to join them in the fight against the booster zealots, wherein there is still plenty of room for legiti…
Colin: The questions available to a skeptic today are kind of esoteric, like “how much should we as a society be willing to pay for theorems”
Ben Recht: The way forward is through the mushy middle. This technology is amazing. It works and breaks in surprising ways. The main boosters are lunatics. And the loudest critics are detached from reality. F…
Open the full discussion →
Established Agents & robotics Research 6d ago
⚡ 3 h early
RL reasoning objective arxiv paper

What is the objective of reasoning with reinforcement learning?

3 experts are actively discussing the implications.

1 expert 1 community 1 sources clustered

“This is probably too mathy, but the first few sections might help?”

3 experts discussed this · 31 posts
tweety fish: the (low) dimensionality of that thumbs up signal (and the nature of the thumbs up corpus) is the key key key key thing to what LLMs can't do and what they are super weird about and why they're Lik…
tweety fish: this is more about the dimensionality of the RL vector as opposed to the size of the corpus but certainly the fact that generating a high-dimensional and robust RL corpus for RLHF is hellaciously e…
Colin: I’m not, really. I don’t think they’re that different. In RLVR there’s still not a great way to tell the model that the part you liked was when it got the right answer, but you didn’t like the part…
Open the full discussion →

What experts are discussing without an anchoring article

6 experts · 47 posts · 4d ago
Reaction converging Questions & unknowns · 3 Building & implementation · 1 Research & technical analysis · 1
tweety fish: like people are getting mad about this but serioulsly, an ethical stand against software developed with AI tools, right now, today, rules out essentially ALL SOFTWARE. I'm sorry! macos. bluesky. th…
tweety fish: anyhow I promise that you have never ever once used a piece of software developed by ME using AI tools, that I can say with 100% confidence.
Open the thread →
4 experts · 29 posts · 2d ago
Reaction converging Research & technical analysis · 3
Isaiah Bishop: I dont see a reason to think AGI is impossible, but i do think a lot of people are getting over their skis in part because the anti-AI backlash was pretty dumb
Isaiah Bishop: Like my fundamental view is that AI as it exists, is just the kind of embedded capital we have for machines but for knowledge work. Nothing i have seen from them suggests a really extensive interna…
Open the thread →