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
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
0 live reaction maps in this view

No development in this filter has enough independent reactions yet. The maps appear as soon as the evidence supports them.

Showing signals surfaced by Marielza ×
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 Compute & infrastructure Analysis 18h ago
UN AI agenda undersea cables essay

The UN’s AI Agenda Must Prioritize Undersea Cables

2 directory members surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Tech Policy Press
“Jane Munga from the Carnegie Endowment writes that even as the UN focuses on AI governance issues, including ‘rogue’ agents and risks, it also needs to prioritize the resilience of the undersea cables that carry the data that enables communications and AI a…” evidence ↗
2 experts 1 community 1 sources clustered
Tech Policy Press Marielza

“Jane Munga from the Carnegie Endowment writes that even as the UN focuses on AI governance issues, including ‘rogue’ agents and risks, it also needs to prioritize the resilience of the undersea cables that carry the data that enables communications and AI a…”

Primary source buff.ly ↗
Established AI field signal Resource 3d ago
⚡ 8 h early
AI kill chain anatomy interactive resource

Interactive: Anatomy Of An AI Kill Chain

12 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dr Heidy Khlaaf (هايدي خلاف)
“It was great to speak to @democracynow.org on the risky uses of LLMs within the military kill chain and how we try to demystify the uses and dangers of AI in military decision making in our visual project "Anatomy of an AI Kill Chain" which can be found her…” evidence ↗
12 experts 3 communities 1 sources clustered
Timnit Gebru Justin Hendrix Gaia Marcus Hypervisible AI Now Institute Marielza Sasha Costanza-Chock Eileen Clancy 🧿 +4

“It was great to speak to @democracynow.org on the risky uses of LLMs within the military kill chain and how we try to demystify the uses and dangers of AI in military decision making in our visual project "Anatomy of an AI Kill Chain" which can be found her…”

“I was thinking about things like @HeidyKhlaaf's work https://t.co/0Nnpm89kKl”

Primary source ai-killchain.airwars.org ↗
Debates gaining attention

What experts are discussing without an anchoring article

3 experts · 9 posts · 5d ago
sarah jeong Marielza tante
Matches Concern & critique
“we're facing existential threats from inattentive or lazy work, as well as burnout, fatigue, low sleep — stuff that requires the kind of regulation of working conditions that the tech industry has …” evidence ↗
sarah jeong: a lot freaks me out about AI but 0% of my anxiety is about AGI. i think this is the part that freaks me out the most right now -- the many many indications that no one is at the wheel and no adults…
sarah jeong: i've been thinking a bit about killer robots in literature and how it's kind of ambiguous whether skynet is sentient. art knows that the machines don't need to think to have blood on the gears
Open the thread →