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.

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Showing developments with attributable Questions & unknowns reactions.

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.

Questions & unknowns Research & technical analysis
1 live reaction map in this view Jump to the evidence ↓
Reaction converging Mathematics in the age of AI Research & technical analysis · 5 attributable reactions
Showing signals surfaced by Robert Hawkins ×
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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 Research 11d ago
⚡ 3 h early
mathematics age of AI

Mathematics in the age of AI

7 experts across 4 network communities independently surfaced this.

Why this matches Questions & unknowns reaction 1 attributable expert contribution · Mary Branscombe
“trivially easy to verify one proof; how about a few 100? now do the pipeline for getting those from verified to part of the discipline of mathematics, that's the bit we need to work on (in every sphere, not just maths)” evidence ↗
7 experts 4 communities 1 sources clustered
Ramon Astudillo Sireesh Gururaja Robert Hawkins Sung Kim Rohan Paul Stephen Turner Mary Branscombe
How the network is reacting 4 experts are independently emphasizing research & technical analysis.
Reaction converging

Research & technical analysis

4 experts

Evidence, methods and technical implications.

“Paper from the essay. Also slides teorth.github.io/tao-web/slid... arxiv.org/abs/2608.16753”

Questions & unknowns

1 expert

What remains unresolved or contested.

“trivially easy to verify one proof; how about a few 100? now do the pipeline for getting those from verified to part of the discipline of mathematics, that's the bit we need to work on (in every sphere, not just maths)”

Primary source arxiv.org ↗
Established AI field signal Signal 12d ago
⚡ 13 h early

More accurate behavioral predictions with hybrid Bayesian-connectionist models

2 directory members surfaced this signal.

Why this matches Questions & unknowns reaction 1 attributable expert contribution · Brenden Lake
“Excited about new work from my CCN keynote (38m): youtu.be/v3J-vJfxhOE?... We often choose between Bayesian and neural net models of behavior. But what if there's a spectrum, and combining both makes better predictions? Introducing BBT w @akjagadish.bsky.so…” evidence ↗
2 experts 1 community 1 sources clustered
Robert Hawkins Brenden Lake

“Excited about new work from my CCN keynote (38m): youtu.be/v3J-vJfxhOE?... We often choose between Bayesian and neural net models of behavior. But what if there's a spectrum, and combining both makes better predictions? Introducing BBT w @akjagadish.bsky.so…”

Primary source arxiv.org ↗
Established AI field signal Signal 12d ago

CCN 2026 | Keynote: Brenden M. Lake

2 directory members surfaced this signal.

Why this matches Questions & unknowns reaction 1 attributable expert contribution · Brenden Lake
“Excited about new work from my CCN keynote (38m): youtu.be/v3J-vJfxhOE?... We often choose between Bayesian and neural net models of behavior. But what if there's a spectrum, and combining both makes better predictions? Introducing BBT w @akjagadish.bsky.so…” evidence ↗
2 experts 1 community 1 sources clustered
Robert Hawkins Brenden Lake

“Excited about new work from my CCN keynote (38m): youtu.be/v3J-vJfxhOE?... We often choose between Bayesian and neural net models of behavior. But what if there's a spectrum, and combining both makes better predictions? Introducing BBT w @akjagadish.bsky.so…”

Primary source youtu.be ↗