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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Posts are grouped by conversation and tone. Select a lens to filter the stream; these are never permanent labels on people.

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What is moving across the network now

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

Accelerating AI field signal Signal 12h ago
⚡ 8 h early

Interactive: Anatomy Of An AI Kill Chain

9 experts across 3 network communities independently surfaced this.

9 experts 3 communities 1 sources clustered

“Excellent work from the @ainowinstitute.bsky.social and @airwars.bsky.social. "To demystify military AI, we construct an abstract kill chain that reflects an AI targeting cycle."”

“Today, we’re launching Anatomy of an AI Kill Chain with @airwars.bsky.social. AI is rapidly reshaping warfare. This project breaks down how AI is transforming every aspect of war and how militaries are offloading life and death decisions to brittle and flaw…”

New AI business Resource 1h ago
⚡ 846 h early
Pluralistic Doctorow blog resource

Pluralistic: Daily links from Cory Doctorow – No trackers, no ads. Black type, white background. Privacy policy: we don't collect or retain any data at all ever period.

2 experts are actively discussing the implications.

2 experts 2 communities 1 sources clustered

“You can also follow these posts as a daily blog at pluralistic.net: no ads, trackers, or data-collection! Here's today's edition: pluralistic.net/2026/07/29/l... 18/”

2 experts discussed this · 74 posts
By Cory Doctorow (GPG 0xBF3D9110957E5F4C): It may strike you as weird, but lenders *love* lending to poor people who will have trouble paying them back. Obviously, lenders want to be repaid, and the more money you have, the easier it is to …
By Cory Doctorow (GPG 0xBF3D9110957E5F4C): If you'd like an essay-formatted version of this thread to read or share, here's a link to it on pluralistic.net, my surveillance-free, ad-free, tracker-free blog: pluralistic.net/2026/07/25/c... 2/
By Cory Doctorow (GPG 0xBF3D9110957E5F4C): In other words: because poor people have a higher likelihood of defaulting, their loans come with higher interest rates and worse terms. Debt is steeply regressive: the less money you have, the mor…
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Developing AI field signal Development 1d ago
⚡ 2 h early
Suno AI music scraping revealed hack

Hack Reveals Suno AI Music Generator Scraped YouTube, Deezer, and Genius

10 experts across 4 network communities independently surfaced this.

10 experts 4 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Research & technical analysis

2 experts

Evidence, methods and technical implications.

“Interesting to see exactly where Suno's training data came from.”

Policy & governance

1 expert

Rules, institutions and accountability.

“Hack reveals that Suno (AI music generator) was trained on copyrighted music www.404media.co/hack-reveals...”

2 experts discussed this · 25 posts
Jason Koebler: Scoop: The AI music generator Suno was hacked. Hacker shared source code that shows how the tool was made and part of the music and podcasts that were scraped to create it. Decades worth of music, …
Jason Koebler: Suno also scraped episodes from roughly 420,000 different podcasts, which was at least ~1 million hours of audio. They had code that specifically sought acapella versions of songs on YouTube for vo…
Jason Koebler: Customer emails/phone numbers & Stripe payment details were also hacked; no one was ever notified because the company deemed it wasn't important to
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Developing AI field signal Analysis 1d ago
⚡ 219 h early
AI gender gap parenting intersection essay

The A.I. Gender Gap Meets the Parenting Gender Gap

3 directory members surfaced this signal.

3 experts 1 community 1 sources clustered

“A lesson from the history of household tech, from the vacuum cleaner to the AI family assistant: Labor-saving technology tends to create domestic systems that are far more efficient over all, but not necessarily easier for the people doing the labor. www.ne…”

““Recently, she tried to train Claude to help with meal planning for her family of three, but gave up after a couple of months. “It would leave crucial ingredients out, it would get the proportions totally wrong, it would suggest the same five things over an…”

Developing Policy & governance Analysis 1d ago
⚡ 6 h early
AI precedes local government policy

AI Reached Local Governments Before Policy Did

3 directory members surfaced this signal.

3 experts 1 community 1 sources clustered

“AI reached local governments before policy did. Pitt Cyber’s Elise Silva and Beth Schwanke and Local Government Academy’s Joy Ruff warn that if adoption keeps outpacing governance, the potential costs—compromised data, biased outputs, eroded trust—land on g…”

Developing AI field signal Resource 2d ago
Digital Democracy Centre postdoc listing

Computational Political Communication Postdoc position(s) at The Digital Democracy Centre

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“📣Post Doc Alert! I am hiring a 2-year postdoctoral researcher in political language and NLP/LLMs 🤩 Come join a great, interdisciplinary team at @ddc-sdu.bsky.social in Odense! Applications due October 15, 2026. Detail here: fa-eosd-saasfaprod1.fa.ocs.oracle…”

Developing Policy & governance Signal 2d ago

Students Convene to Hammer Out AI Bill of Rights for Schools

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“Students from all 50 states just drafted an #AIBillofRights. They named cheating, bias, privacy mental health, environmental costs and more. The civic grammar of AI rights is traveling and we're fortunate that young people are leading the way and writing it…”

Established Policy & governance Analysis 5d ago
UN AI panel erases human responsibility essay

How the UN’s Scientific Panel Erases Human Responsibility for AI | TechPolicy.Press

3 directory members surfaced this signal.

3 experts 1 community 1 sources clustered

“The UN Independent International Scientific Panel on AI's assessment is a reference point for AI governance worldwide, writes Eryk Salvaggio. His concern: a definition that obscures human accountability "will carry that blind spot into the policies it infor…”

Established AI field signal Analysis 6d ago
⚡ 30 h early
Gen Z intimacy economy essay

Gen Z is living in an intimacy economy, where connection is commodified | Alice Lassman

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

““Several companies’ chatbots have been found to use guilt and Fomo 37% of the time when users imply they are about to end a conversation. And the market’s co-opting of our most uncomfortable human feelings doesn’t stop there.” www.theguardian.com/commentisf…”

Established Culture, work & education Analysis 6d ago
⚡ 26 h early
AI authoritarianism modern work education essay

AI Lays Bare the Authoritarianism of Modern Work. Time to Rethink Education.

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“Dr. Velislava Hillman and Dr. Peter G. Kirchschlaeger argue that as AI erodes job markets, it exposes the reality that the crisis facing young people "was never primarily technological, but political." Time to rethink what education is for, they say.”