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
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The developments commanding sustained expert attention

One card per development. Sources are clustered; expert reactions remain attributable.

Developing Evaluation & benchmarks Signal 1d ago
⚡ 1 h early

Hugging face model evaluation security incident

18 experts across 6 network communities independently surfaced this.

18 experts 6 communities 1 sources clustered

“Previously, these AI hacking stories were about breaches in test environments, where any question of AI breaching security was purely theoretical. This is something else. openai.com/index/huggin...”

“xkcd.com/2385/ openai.com/index/huggin...”

6 experts discussed this · 11 posts
Grace: This headline is extremely funny given what happened (OpenAI hacked HF by accident) openai.com/index/huggin...
Grace: Maybe the most concerning part is the OpenAI claim to not have known about this before investigating?
Grace: Well, I think the model passed the test
Open the full discussion →
Established AI field signal Signal 5d ago
⚡ 15 h early

Ai slop books biography amazon

11 experts across 4 network communities independently surfaced this.

11 experts 4 communities 1 sources clustered

“Got this text a couple months. Had to investigate it. www.nytimes.com/2026/07/16/t...”

““As economists, they told me, they’re less concerned with literary quality or customer satisfaction than revenue growth and market expansion.” You don’t say.”

3 experts discussed this · 12 posts
Kashmir Hill: Got this text a couple months. Had to investigate it. www.nytimes.com/2026/07/16/t...
Salomé Viljoen: Got this text a couple months. Had to investigate it. www.nytimes.com/2026/07/16/t...
Kashmir Hill: To quote myself... "My biography was no 'Fifty Shades.' The only punishing part was reading it."
Open the full discussion →
Established AI field signal Development 14d ago
⚡ 2 h early
AI spam floods LinkedIn X platforms

AI Content Is Everywhere on Social Media, Especially LinkedIn | Pangram Labs

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“We recently submitted a proposal titled "AI Everywhere All at Once" to study downstream implications of this AI onslaught on online communities. But we emphasized that claims of detection will be exaggerated; and already shown that AI benefits will be overb…”

“Bad content drives out good. www.pangram.com/blog/ai-in-y...”

Established AI research Research 14d ago
AI petition platform outputs not outcomes paper

Introducing AI to an Online Petition Platform Changed Outputs but not Outcomes

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“See here for @isabelcorpus.bsky.social paper showing that the "write with AI" feature on change.org made petitions longer and their text more complicated. The outcomes? Did not improve. arxiv.org/abs/2511.13949”

Established AI field signal Signal 15d ago

The Internet Is Dead…And Nobody Cares

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Hilarious (and a bit sad) that Beato checks AI Slop videos using... an AI chatbot (and did not even check that the results were coherent, which they weren't). Also, the platforms should start doing something about AI Slop. www.youtube.com/watch?v=PUSY...”