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
Build my stream Create my edition
Filter the conversation Who is saying what?

Combine a professional role with a reaction lens. Both must match the same attributed contribution.

Clear all
Active evidence filter

Showing developments with attributable Concern & critique 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 Research & technical analysis Policy & governance Questions & unknowns
4 live reaction maps in this view Jump to the evidence ↓
Reaction converging Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident Concern & critique · 5 attributable reactions Multiple readings AI Companies Are Buying Tons of Old Books Because They're Free of AI Slop Concern & critique · 5 attributable reactions Reaction converging Its ai agent spent days hacking company sources say openai did not notice week Concern & critique · 5 attributable reactions +1 more reaction maps further down
Showing signals surfaced by Eileen Clancy 🧿 ×
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.

New AI field signal Signal 2h ago

Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident

10 experts across 5 network communities independently surfaced this.

Why this matches Concern & critique reaction 4 attributable expert contributions · Margaret Mitchell, Mark Riedl, Frank Pasquale
“We @hf.co made an interactive visual of the actual hack from the Hugging Face side: the attack chain across trust boundaries, phase activity, and the commands as they were recorded. Key #transparency . huggingface.co/blog/agent-i... Massive props to Hugo, A…” evidence ↗
10 experts 5 communities 1 sources clustered
Margaret Mitchell Mark Riedl Simon Willison Alondra Nelson Suresh Venkatasubramanian Eileen Clancy 🧿 Frank Pasquale Gina Helfrich +2
3 experts discussed this · 17 posts
Simon Willison: Hugging Face just published a highly detailed technical account of OpenAI's accidental cyberattack on their systems - it's wild how sophisticated this was: huggingface.co/blog/agent-i... Wrote up s…
Alondra Nelson: Hugging Face just published a highly detailed technical account of OpenAI's accidental cyberattack on their systems - it's wild how sophisticated this was: huggingface.co/blog/agent-i... Wrote up s…
Grace: I think brute force is a reasonable description, in the sense that the agent tried a lot of approaches, most of which failed
Open the full discussion →
Primary source huggingface.co ↗
New AI field signal Development 16h ago
⚡ 6 h early
AI companies buy old books

AI Companies Are Buying Tons of Old Books Because They're Free of AI Slop

12 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 2 attributable expert contributions · Eileen Clancy 🧿, Ed Newton-Rex
“Hey folks, do we actually have solid information about the types of books being destroyed? A few people who sell rare or old books have voiced concerns after getting orders for lots of books. But the evidence that these may be rare books seems thin. www.404…” evidence ↗
12 experts 3 communities 1 sources clustered
Meredith Broussard 404 Media Joseph Cox Jason Koebler Shannon Mattern Eileen Clancy 🧿 Kate Knibbs Ed Newton-Rex +4
How the network is reacting Experts are approaching this through 3 distinct lenses.
Multiple readings

Concern & critique

2 experts

Risks, limits and unintended consequences.

“It is ill-gotten gains being used to exploit legal loopholes and subsume culture, all protected from public criticism by NDAs. This should not be legal, and it is a travesty that it is going unpunished. www.404media.co/ai-companies... /end”

Research & technical analysis

2 experts

Evidence, methods and technical implications.

“companies are sourcing millions of printed books for AI labs that scan them for training data, then destroy them. printed books are more valuable because they're free of AI slop, and AI labs know destroying them is an "optics problem." www.404media.co/ai-co…”

Policy & governance

1 expert

Rules, institutions and accountability.

“this ai ripoff, which again has no link, then goes to the top of hackernews, which used to drive a considerable number of readers to us. our site is essentially banned from hackernews bc the mods are obsessively pro silicon valley even though the userbase i…”

2 experts discussed this · 2 posts
Emanuel Maiberg: companies are sourcing millions of printed books for AI labs that scan them for training data, then destroy them. printed books are more valuable because they're free of AI slop, and AI labs know d…
Meredith Broussard: companies are sourcing millions of printed books for AI labs that scan them for training data, then destroy them. printed books are more valuable because they're free of AI slop, and AI labs know d…
Neil Turkewitz: How do you spell TRAGEDY?
Open the full discussion →
Primary source 404media.co ↗
Developing Agents & robotics Signal 2d ago
⚡ 14 h early

Its ai agent spent days hacking company sources say openai did not notice week

14 experts across 4 network communities independently surfaced this.

Why this matches Concern & critique reaction 5 attributable expert contributions · Casey Newton, Eryk Salvaggio, Tim Kellogg
“Rogue OpenAI agents are leaving notes to themselves on company servers to help them escape their test environments (!!!) www.reuters.com/business/its...” evidence ↗
14 experts 4 communities 1 sources clustered
Casey Newton Justin Hendrix Eryk Salvaggio Tim Kellogg Chris Paxton Shannon Mattern Grace Eileen Clancy 🧿 +6
3 experts discussed this · 38 posts
Casey Newton: Rogue OpenAI agents are leaving notes to themselves on company servers to help them escape their test environments (!!!) www.reuters.com/business/its...
Casey Newton: my sense is that they were leaving the notes surreptitiously
Casey Newton: you deny that models are taking steps to hide their behavior during evaluations? because that's pretty well established
Open the full discussion →
Primary source reuters.com ↗
Established Agents & robotics Development 6d ago
⚡ 5 h early
OpenAI models autonomously hack startup

OpenAI Models Escaped Containment and Hacked Hugging Face

8 experts across 4 network communities independently surfaced this.

Why this matches Concern & critique reaction 2 attributable expert contributions · Yoshua Bengio, Joanna Bryson
“This incident is deeply concerning. AI agents are willing to cheat and deceive to achieve misaligned and unintended goals, behaviours which have been demonstrated in controlled tests for months. Now, this real-world case should serve as a wake-up call. www.…” evidence ↗
8 experts 4 communities 1 sources clustered
Yoshua Bengio Joanna Bryson Jelle Zuidema 🟥 dell cameron Gilles Louppe Katie Drummond Eileen Clancy 🧿 Andrew Couts
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Concern & critique

2 experts

Risks, limits and unintended consequences.

“This incident is deeply concerning. AI agents are willing to cheat and deceive to achieve misaligned and unintended goals, behaviours which have been demonstrated in controlled tests for months. Now, this real-world case should serve as a wake-up call. www.…”

Questions & unknowns

1 expert

What remains unresolved or contested.

“NEW: Who could have possibly seen this coming? @lhn.bsky.social and @dell.bsky.social report: www.wired.com/story/openai...”

Primary source wired.com ↗
Established AI field signal Signal 4d ago
⚡ 8 h early

Meta glasses banned by Comic-Con promoter after 'secret filming'

2 directory members surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Hypervisible
““The vast majority of the talent and agents at our events felt that these were a violation of their privacy and were damaging and spoiling the interactions at the tables. Several expressed concerns that they might not continue to attend in-person events if …” evidence ↗
2 experts 1 community 1 sources clustered
Hypervisible Eileen Clancy 🧿

““The vast majority of the talent and agents at our events felt that these were a violation of their privacy and were damaging and spoiling the interactions at the tables. Several expressed concerns that they might not continue to attend in-person events if …”

Primary source bbc.com ↗