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.

2,364 searchable experts 2,966 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.

0 live reaction maps in this view

No development in this filter has enough independent reactions yet. The maps appear as soon as the evidence supports them.

Showing signals surfaced by Ryan Moulton ×

The questions experts are actively pulling apart

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

No developments match these filters yet.

Try the field-wide view or clear one of the filters.

Clear filters

What experts are discussing without an anchoring article

3 experts · 21 posts · 14d ago
Multiple readings Concern & critique · 1 Questions & unknowns · 1
Ryan Moulton: They are sampled token by token though. I can imagine the "modal token but low probability phrase" bias affecting this.
Pwnallthethings: AIUI, LLMs are not doing linear prediction as a direct markov model. The multiple layers are reducing input sequences of words into (for lack of a non-antropomorphized term) "concepts". The next to…
Open the thread →
4 experts · 6 posts · 20d ago
Multiple readings Concern & critique · 1 Questions & unknowns · 1
Ryan Moulton: I wonder if the projects that are one shottable are ones that people don't feel are worth publishing because they're a commodity now.
Alex Gude : I've been noticing I have less motivation to open source work that you can just get out of an LLM now. Been wondering how this will all play out for open source. bsky.app/profile/alex...
Open the thread →
3 experts · 6 posts · 6d ago
Ryan Moulton: AI denial does function well as a low stakes tracer dye for how much groupthink is in a community. If you see a high frequency of afflicted people, that community hasn't ingested any info other tha…
Ryan Moulton: If they're that blinkered about what their computer can do, imagine how they react about anything that actually has real emotional stakes for them.
Open the thread →
3 experts · 4 posts · 6d ago
Ryan Moulton: In Watchmen, once superheroes become real, all the comic authors switch to writing about pirates. I feel like a similar thing is happening with sci fi vs fantasy.
Ted Underwood: In Watchmen, once superheroes become real, all the comic authors switch to writing about pirates. I feel like a similar thing is happening with sci fi vs fantasy.
Open the thread →
2 experts · 9 posts · 12d ago
Ryan Moulton: I wonder if LLMs will so dominate what everyone reads, and consequently what they write, that in a decade pre-LLM English will feel stilted and old, or maybe even unintelligible.
jake: but Go actually *is* nearly unintelligible compared to pre-AlphaGo! I say this as someone who never even made it up to shodan level, even the cheapass amateurs at my level play *way* differently th…
Open the thread →