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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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.

Showing signals surfaced by Sung Kim ×

What is moving across the network now

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

Established Models & releases Development 4d ago
⚡ 2 h early
OpenAI Astra technique security concerns

OpenAI Technique in ‘Astra’ Model Sparks Security Concerns

5 experts across 4 network communities independently surfaced this.

Why this matches Questions & unknowns reaction 1 attributable expert contribution · Dr. Émile P. Torres
“Does anyone have a copy of this article they could share with me? www.theinformation.com/articles/sec...” evidence ↗
5 experts 4 communities 1 sources clustered
How the network is reacting Experts are approaching this through 3 distinct lenses.
Multiple readings

Concern & critique

1 expert

Risks, limits and unintended consequences.

“> joins big paper about not training models to think in nonsense > their AIs commit felonies against HuggingFace > actually, trained AIs to think in nonsense > top danger level for hacking Let's just release it anyways! Nice defection OpenAI! 🤗 www.theinfor…”

Opportunity & adoption

1 expert

New capabilities, benefits and practical upside.

“Astra used looped transformers www.theinformation.com/articles/sec...”

Questions & unknowns

1 expert

What remains unresolved or contested.

“Does anyone have a copy of this article they could share with me? www.theinformation.com/articles/sec...”

3 experts discussed this · 8 posts
Tim Kellogg: Astra used looped transformers www.theinformation.com/articles/sec...
Tim Kellogg: safety concerns — looped transformers skip converting their latent space into text, which effectively creates non-text portions of CoT reasoning which, if you can’t read it, that’s harder to monitor
Tim Kellogg: however, i their earlier update, they explain that they can indeed see all of the CoT. So they have some sort of tooling that effectively turns it back into something human readable, like text bsky…
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Developing AI field signal Resource 2d ago
VANTAIRE AI video content

《VANTAIRE》番外

1 directory member surfaced this signal.

Why this matches Questions & unknowns reaction 1 attributable expert contribution · Sung Kim
“This is the best AI short video, about 30 minute long, I have seen so far. Mostly because it is edited so very well. A nicely done. www.youtube.com/watch?v=XxrY...” evidence ↗
1 expert 1 community 1 sources clustered

“This is the best AI short video, about 30 minute long, I have seen so far. Mostly because it is edited so very well. A nicely done. www.youtube.com/watch?v=XxrY...”