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 Opportunity & adoption 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.

Concern & critique Opportunity & adoption Questions & unknowns
1 live reaction map in this view Jump to the evidence ↓
Multiple readings OpenAI Technique in ‘Astra’ Model Sparks Security Concerns Concern & critique · 3 attributable reactions
Showing signals surfaced by Sung Kim ×
New & accelerating

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 Resource 1d ago
⚡ 31 h early
GLM-5.3-Flash local deployment guide

GLM-5.3-Flash: How to Run Locally | Unsloth Documentation

2 directory members surfaced this signal.

Why this matches Opportunity & adoption reaction 1 attributable expert contribution · Rami Krispin
“Unsloth released new GLM settings that enable running the model on a 128 Gb RAM machine 3.3x faster using optimized decoding 👇🏼 unsloth.ai/docs/models/...” evidence ↗
2 experts 2 communities 1 sources clustered
Sung Kim Rami Krispin

“Unsloth released new GLM settings that enable running the model on a 128 Gb RAM machine 3.3x faster using optimized decoding 👇🏼 unsloth.ai/docs/models/...”

Primary source unsloth.ai ↗
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 Opportunity & adoption reaction 1 attributable expert contribution · Tim Kellogg
“Astra used looped transformers www.theinformation.com/articles/sec...” evidence ↗
5 experts 4 communities 1 sources clustered
Tim Kellogg Sung Kim Grace Dr. Émile P. Torres Alex Turner
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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Primary source theinformation.com ↗