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
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 James MacGlashan ×

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 research Resource 18d ago
⚡ 1468 h early
machine learning Wikipedia reference

Machine learning - Wikipedia

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“If you doubt it, you can read the wikipedia page where this is literally stated in multiple places in multiple ways. en.wikipedia.org/wiki/Machine...”

“en.wikipedia.org/wiki/Machine... literally on the wikipedia article about machine learning they discuss large language models as an application of machine learning.”

Established AI field signal Signal 9d ago

Michael Graziano: Is Conscious AI Safer Than The Alternative?

5 experts are actively discussing the implications.

1 expert 1 community 1 sources clustered

“And it seems he has commented, with a similar take as mine. Starting at 20mins, he says LLMs have useful pieces, but lack the sophisticated models of self that people have. And if it can be said to have anything, "they don't have anything like human conscio…”

5 experts discussed this · 34 posts
Singularity's Bounty e/cc: The only actual argument against it I've seen is the mimicry argument, but I reject that because it's based on 1980s symbolic processing reasoning and never updated for LLM capabilities. All the re…
Singularity's Bounty e/cc: Next up: valence
James MacGlashan: I think its clear we shouldn't describe the video generator as having those emotions, it's just displaying them. But it's the same situations for LLMs because they use the same class of machinery. …
Open the full discussion →
Established Culture, work & education Signal 18d ago

Epdf.pub artificial intelligence modern approach

5 experts are actively discussing the implications.

1 expert 1 community 1 sources clustered

“Or you can go to the 1995 first edition of the Russell Norvig AI textbook, which includes a whole part dedicated to machine learning including decision trees, information theory, neural nets, RL, etc. www.mbit.edu.in/wp-content/u...”

5 experts discussed this · 41 posts
James MacGlashan: There is a mountain of things you can rightly criticize modern AI industry units of. This is not one of them and it is a bizarre thing to latch onto.
James MacGlashan: Or you can go to the 1995 first edition of the Russell Norvig AI textbook, which includes a whole part dedicated to machine learning including decision trees, information theory, neural nets, RL, e…
James MacGlashan: If you doubt it, you can read the wikipedia page where this is literally stated in multiple places in multiple ways. en.wikipedia.org/wiki/Machine...
Open the full discussion →

What experts are discussing without an anchoring article

7 experts · 16 posts · 18d ago
Multiple readings Opportunity & adoption · 2 Building & implementation · 1 Research & technical analysis · 1
Eugene Vinitsky: 6. This is more niche but LLMs are very, very good at converting unstructured details of an optimization problem into an exact formal model that can then be used 7. LLMs can create initial versions…
Eugene Vinitsky: 4. Sometimes there's a concept or tool that I know must exist but I can only describe it vaguely. LLMs can frequently name it, which I can then go and verify 5. I use LLMs to fill out many forms be…
Open the thread →