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 signals surfaced by Anna Mills ×

The developments commanding sustained expert attention

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

Developing Models & releases Analysis 1d ago
Suleyman model welfare warning

A warning about ‘model welfare’

7 experts across 3 network communities independently surfaced this.

7 experts 3 communities 1 sources clustered

“A prime example of why AI 'leaders' are not who anyone should be listening to about AI, right and consciousness. It's not all wrong! In fact, it starts off very sensibly: "AIs do not have rights, feelings, or consciousness. And we must not train them to act…”

“this is manipulative design by AI companies. you should read this, written by the head of Microsoft AI: mustafa-suleyman.ai/a-warning-ab...”

2 experts discussed this · 23 posts
Shannon Vallor: A prime example of why AI 'leaders' are not who anyone should be listening to about AI, right and consciousness. It's not all wrong! In fact, it starts off very sensibly: "AIs do not have rights, f…
Shannon Vallor: This essay is such a weird, incoherent bag of correct, useful insights (mostly echoing the work of others who aren't cited, with the welcome exception of @anilseth.bsky.social), mixed with 'wait wh…
Luke Stark: A prime example of why AI 'leaders' are not who anyone should be listening to about AI, right and consciousness. It's not all wrong! In fact, it starts off very sensibly: "AIs do not have rights, f…
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Established Policy & governance Development 4d ago
⚡ 20 h early
MEP deepfakes EU platform failures

‘I felt disgusted’: MEP speaks out over nude deepfakes and urges EU action

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“That last point makes it very clear that this is not a tool for horny boys, but a psychological weapon against political opponents, and a "systemic threat to women in European politics".”

Developing Culture, work & education Resource 1d ago
PAIRR peer AI review project

The Peer & AI Review + Reflection (PAIRR) Packet

1 directory member surfaced this signal.

1 expert 1 community 2 sources clustered

“A1 #LTHEChat Our key readings: AI is problematic: Why does PAIRR use it? Intro to AI and Writing Linguistic Justice and Equity Readings Getting the most out of AI feedback docs.google.com/document/d/1...”

Established Agents & robotics Development 4d ago
websites blocking AI agent access

Websites are closing their doors to AI agents

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“So many companies are blocking agents--why not learning management systems, the first company that should do so? (At least they should block autocompletion of learning activities unless there is some accommodation involved) Gift link: www.theverge.com/ai-ar…”

Established Culture, work & education Analysis 16d ago
PAIRR AI peer review framework

The Peer & AI Review + Reflection (PAIRR) Packet

1 directory member surfaced this signal.

1 expert 1 community 3 sources clustered

“Please read and comment here! substack.com/@pairrfeedba... You can also make a copy of the Google Doc version to invite student annotations. See our packet for that: docs.google.com/document/d/1...”

Developing AI field signal Signal 1d ago

playlab.ai

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“A6 - I'm curious if anyone finds the idea of contradictory feedback interesting. I haven't tried it yet with students, but I have found it useful on my own work. The idea is that you can't just accept the AI feedback because it has pointed in two different …”

Established Culture, work & education Resource 3d ago
PAIRR AI literacy design project podcast

LTHEChat 377: Designing for Agency and Critical AI Literacy – The Peer & AI Review + Reflection (PAIRR) Project

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“On that date, we'll unveil our questions on Bluesky, and anyone who wants to join can answer and dialogue with us and with each other during that hour. Excited for an international #LTHEchat experience! Here's the post: lthechat.com/2026/10/15/l...”

What experts are discussing without an anchoring article

3 experts · 4 posts · 13d ago
Anna Mills: Big aha moment for me listening to @randomwalker.bsky.social on the Ezra Klein Show: if you have a superintelligent unaligned system, you could also have a superintelligent defensive system. So inc…
Meredith Martin: Big aha moment for me listening to @randomwalker.bsky.social on the Ezra Klein Show: if you have a superintelligent unaligned system, you could also have a superintelligent defensive system. So inc…
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