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 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.

Showing signals surfaced by Rosamunde Van Brakel ×

The developments commanding sustained expert attention

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

Developing AI business Development 2d ago
⚡ 7 h early
companies pull back from AI rush

Companies rushed in on AI. Now some are pulling back

12 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Rosamunde Van Brakel
“Microsoft found that “adding agents to a broken process still leaves a broken process” and “speeding up one step just creates a longer queue at the next” www.theguardian.com/technology/2...” evidence ↗
12 experts 3 communities 1 sources clustered
How the network is reacting Experts are approaching this through 3 distinct lenses.
Multiple readings

Questions & unknowns

2 experts

What remains unresolved or contested.

“I am sorry, which company is this? www.theguardian.com/technology/2...”

Concern & critique

1 expert

Risks, limits and unintended consequences.

“Microsoft found that “adding agents to a broken process still leaves a broken process” and “speeding up one step just creates a longer queue at the next” www.theguardian.com/technology/2...”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“You could 've asked any experienced information system/tech researchers, & we could have told you what would happen. ”Companies rushed in on AI. Now some are pulling back. Rapid AI adoption left workers cleaning up a flood of errors and low-quality work." w…”

Established AI field signal Analysis 17d ago
⚡ 4 h early
Gebru Bender AI war risk essay

Forget ‘superintelligence’: error-prone AI nearly sparked world war three this month | Timnit Gebru and Emily M Bender

11 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 4 attributable expert contributions · Timnit Gebru, Eryk Salvaggio, The Distributed AI Research (DAIR) Institute
“I'm not sure if y'all saw a CNN report on how the US had almost started WW3 with China based on fabricated information generated by a chatbot, claiming that a Chinese vessel was carrying components of nuclear weapons. That was an "existential threat" to hum…” evidence ↗
11 experts 3 communities 1 sources clustered
How the network is reacting 4 experts are independently emphasizing concern & critique.
Reaction converging

Concern & critique

4 experts

Risks, limits and unintended consequences.

“I'm not sure if y'all saw a CNN report on how the US had almost started WW3 with China based on fabricated information generated by a chatbot, claiming that a Chinese vessel was carrying components of nuclear weapons. That was an "existential threat" to hum…”

Policy & governance

2 experts

Rules, institutions and accountability.

“New from @timnitgebru.blacksky.app and me: "It is high time for us to regulate usage of systems sold as “AI”, not because they are magical machines, but because they are error-prone products that shouldn’t be used in high stakes scenarios." www.theguardian.…”

2 experts discussed this · 5 posts
Emily M. Bender: New from @timnitgebru.blacksky.app and me: "It is high time for us to regulate usage of systems sold as “AI”, not because they are magical machines, but because they are error-prone products that s…
Luke Stark: New from @timnitgebru.blacksky.app and me: "It is high time for us to regulate usage of systems sold as “AI”, not because they are magical machines, but because they are error-prone products that s…
Emily M. Bender: Yes we mention this in the article.
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Established AI field signal Signal 13d ago
⚡ 36 h early

Flock is catching flak. Experts say other police surveillance tools are more worrisome

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Rosamunde Van Brakel
“Tools like Axon Fusus, which is a leader in this type of software, also pull in footage and data from police body cameras, law enforcement dashcams, 911 dispatch, gunshot detectors and surveillance cameras, including sometimes those of private businesses th…” evidence ↗
3 experts 2 communities 1 sources clustered

“Tools like Axon Fusus, which is a leader in this type of software, also pull in footage and data from police body cameras, law enforcement dashcams, 911 dispatch, gunshot detectors and surveillance cameras, including sometimes those of private businesses th…”

““…real-time crime centers have not just ALPR cameras and sensors, but video analytics and drones and essentially a way to create a visual single-pane-of-glass vision of what's going on in a city…””

Established AI field signal Signal 16d ago

Guided inquiry approach to students co designing

2 experts are actively discussing the implications.

Why this matches Concern & critique reaction 1 attributable expert contribution · Rosamunde Van Brakel
“We are discussing this one tomorrow www.emerald.com/aiie/article... and I already got the students reading about a general critique of AI in education by @olivia.science et al for the first lecture: static1.squarespace.com/static/5cf15...” evidence ↗
2 experts 1 community 1 sources clustered

“We are discussing this one tomorrow www.emerald.com/aiie/article... and I already got the students reading about a general critique of AI in education by @olivia.science et al for the first lecture: static1.squarespace.com/static/5cf15...”

2 experts discussed this · 8 posts
Rosamunde Van Brakel: Tomorrow I will teach my 2nd lecture of the year for my course Legal, Ethical & Social Issues of AI! For the evaluation, apart from the exam, students will need to write a short paper describing an…
Rosamunde Van Brakel: I have decided to co-create the gen-AI policy for the assignment together with the students. In prepration for this romorrow we will discuss a US study which did exactly this. It will also be inter…
Rosamunde Van Brakel: last week we discussed if AI is going to kill us all. And the students were very engaged in this discussion and it made clear how important it is to keep on emphasising the importance of science, p…
Open the full discussion →
Established AI field signal Signal 16d ago

static1.squarespace.com

2 directory members surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Rosamunde Van Brakel
“We are discussing this one tomorrow www.emerald.com/aiie/article... and I already got the students reading about a general critique of AI in education by @olivia.science et al for the first lecture: static1.squarespace.com/static/5cf15...” evidence ↗
2 experts 1 community 1 sources clustered

“We are discussing this one tomorrow www.emerald.com/aiie/article... and I already got the students reading about a general critique of AI in education by @olivia.science et al for the first lecture: static1.squarespace.com/static/5cf15...”