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.

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Showing developments with attributable Concern & critique reactions.

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See how experts are reacting—not just what they shared.

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Concern & critique Questions & unknowns
1 live reaction map in this view Jump to the evidence ↓
Multiple readings One of AI’s Fiercest Critics Says All the Doom Talk Is ‘Meant to Distract Us’ Concern & critique · 2 attributable reactions
Showing signals surfaced by Sasha Costanza-Chock ×
Most important

The developments commanding sustained expert attention

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

Established AI field signal Resource 11d 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 ↗
Established AI field signal Analysis 15d ago
⚡ 7 h early

One of AI’s Fiercest Critics Says All the Doom Talk Is ‘Meant to Distract Us’

8 experts across 3 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · The Distributed AI Research (DAIR) Institute
“@timnitgebru.blacksky.app explains how doomers and their "machine-god narrative" are feeding the hype machine and distracting us from the real harms of AI: www.wired.com/story/one-of...” evidence ↗
8 experts 3 communities 1 sources clustered
Alex Hanna Timnit Gebru Sasha Costanza-Chock Katie Drummond The Distributed AI Research (DAIR) Institute Nathalie Maréchal, PhD Stefanie Hane mRr3b00t
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Concern & critique

1 expert

Risks, limits and unintended consequences.

“@timnitgebru.blacksky.app explains how doomers and their "machine-god narrative" are feeding the hype machine and distracting us from the real harms of AI: www.wired.com/story/one-of...”

Questions & unknowns

1 expert

What remains unresolved or contested.

“"When a bridge collapses, you don’t analyze whether the bridge was ethical or sentient or why it decided to collapse. You ask, who is the person who built this bridge to be so flimsy?"”

Primary source wired.com ↗
Established AI field signal Signal 8d ago

Flock cameras ai privacy

4 directory members surfaced this signal.

Why this matches Concern & critique reaction 1 attributable expert contribution · Justin Hendrix
“"For years, the prevailing narrative has been that privacy is dead and pervasive surveillance is just the cost of admission for existing in the digital age. The Flock backlash shows that people aren’t apathetic about their privacy."” evidence ↗
4 experts 1 community 1 sources clustered
Justin Hendrix Sasha Costanza-Chock Rosamunde Van Brakel Nathalie Maréchal, PhD

“"For years, the prevailing narrative has been that privacy is dead and pervasive surveillance is just the cost of admission for existing in the digital age. The Flock backlash shows that people aren’t apathetic about their privacy."”

““The emperor is a fan of Flock,” a man dressed as Darth Vader told a San Diego City Council meeting last month.... “We must continue utilizing Flock technologies so that we can follow and surveil the rebel scum.” www.nytimes.com/2026/09/18/o...”

Primary source nytimes.com ↗
Debates gaining attention

What experts are discussing without an anchoring article

3 experts · 6 posts · 11d ago
Abeba Birhane Iris van Rooij Sasha Costanza-Chock
Matches Concern & critique
““our ai broke out and hacked some organisations” = "we failed to set up appropriate safeguards, failed to continuously monitor our experiments, and ignored a basic principle of reinforcement learni…” evidence ↗
Abeba Birhane: “our ai broke out and hacked some organisations” = "we failed to set up appropriate safeguards, failed to continuously monitor our experiments, and ignored a basic principle of reinforcement learni…
Iris van Rooij: “our ai broke out and hacked some organisations” = "we failed to set up appropriate safeguards, failed to continuously monitor our experiments, and ignored a basic principle of reinforcement learni…
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