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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The developments commanding sustained expert attention

One card per development. Sources are clustered; expert reactions remain attributable.

Established AI field signal Resource 18d ago
⚡ 17 h early
AI Compass navigation guide resource

The AI Compass

15 experts across 5 network communities independently surfaced this.

15 experts 5 communities 1 sources clustered

“not wrong! bambamramfan.github.io/ai-compass/”

“Source code here: github.com/bambamramfan... - try the quiz here: bambamramfan.github.io/ai-compass/”

4 experts discussed this · 5 posts
Grace: Did anyone else get this?
David Picard: Patron saint: Gary Marcus? Ouch! 😬🫣
Tim Duffy: I do recall one question where I wanted there to be one more extreme answer past the final option
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Established AI research Resource 7d ago
⚡ 31 h early
In the Weights newsletter issue

IN THE WEIGHTS

11 experts across 5 network communities independently surfaced this.

11 experts 5 communities 1 sources clustered

“are you in the weights? Hilarious and fascinating including the mess ups intheweights.com”

“I did not know of this joke quote Funnily enough, a tool for seeing how you're weighted in the LLMs recently told me that Kashmir Hill is either me or a Himalayan mountain range, so it could indeed be a land of contradictions. Tool: intheweights.com”

4 experts discussed this · 6 posts
austin: fun? I am in there. intheweights.com
VE, cybersocial occult investigator: Well, my strategy of having an incredibly common wallet name is still rendering me invisible to information systems.
austin: weirdly enough my github handle actually had a better score than my wallet name
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Established AI research Development 3d ago
AI advice cuts accuracy boosts overconfidence

AI advice made people three times less accurate but twice as confident, researchers found

5 experts across 3 network communities independently surfaced this.

5 experts 3 communities 1 sources clustered

“AI advice made people three times less accurate but twice as confident: "Some participants who would have answered correctly on their own asked the AI and became wrong." Superpersuasion by dull tone has punch. I still suspect this is the same psych mechanis…”

““It is not just that people trust wrong #AI answers. It is that the mere availability of AI suppresses the cognitive habit of recognising what you do not know.” #GenAI #LLMs thenextweb.com/news/ai-advi...”

Developing AI field signal Analysis 1d ago
⚡ 35 h early
Jacobin AI nationalization essays

Everybody Should Welcome Nationalizing AI

3 experts across 3 network communities independently surfaced this.

3 experts 3 communities 1 sources clustered

“It'd be nice if people actually read what Sanders' proposal is about: It's about putting half of the big AI companies' stock into an independent national fund. Independence really means designed to minimize the possibility of popular control. President nomi…”

Established AI field signal Analysis 11d ago
⚡ 3 h early
Atlantic essay AI writing tic

The Most Famous AI Writing Tic Is Also the Most Mysterious - The Atlantic

4 experts across 2 network communities independently surfaced this.

4 experts 2 communities 1 sources clustered

“OK the truth is no one knows for sure why AIs love "It's not X—it's Y" but there are some strange and fascinating theories and I think this one is my favorite. www.theatlantic.com/technology/2...”

““One of the main ways that AI models have continued to evolve is by training on text generated by other bots. That AI text is presumably replete with negative parallelism, which further bakes it into the newer model.” www.theatlantic.com/technology/2...”

3 experts discussed this · 12 posts
Will Oremus: I set out to understand why AIs love negative parallelism. The answer wasn't just surprising—it was illuminating. www.theatlantic.com/technology/2...
Will Oremus: OK the truth is no one knows for sure why AIs love "It's not X—it's Y" but there are some strange and fascinating theories and I think this one is my favorite. www.theatlantic.com/technology/2...
Will Oremus: Anyway I hope you read the whole piece if you're interested, because it isn't just an explainer—it's a journey. Gift link: www.theatlantic.com/technology/2...
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Established Models & releases Research 9d ago
⚡ 1010 h early
LLM political bias audits sycophancy paper

Political Bias Audits of LLMs Capture Sycophancy to the Inferred Auditor

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“1. Political Bias Audits of LLMs Capture Sycophancy to the Inferred Auditor arxiv.org/abs/2604.27633 (that study is contested osf.io/preprints/me... but imo the argument makes sense) 2. Reality has a liberal bias goodinternet.substack.com/p/the-truthi...”

“As a reminder, LLMs recognize when they're being tested and have a tendency to answer based on what they think an alignment-tester wants to hear (for example, "racism is bad", etc) - and swapping cues about the politics of the tester changes the outputs. ar…”

Established AI field signal Resource 10d ago
Current AI Open Source Gap Map launch

Introducing the Gap Map v0.1

2 directory members surfaced this signal.

2 experts 1 community 2 sources clustered

“* B.O.B. (Birds Over Big Bird) www.youtube.com/watch?v=fAXO... * A referendum for another development model thomaspiketty.wordpress.com/2026/06/23/a... * Introducing the Gap Map v0.1 www.currentai.org/blogs/introd... 4/”

“Map of Open Source AI: "We evaluated over 24,626 projects from foundation models through inference backends, assessing projects across openness, capability, and adoption." Map: map.currentai.org Blogpost www.currentai.org/blogs/introd...”

Established AI field signal Signal 9d ago

direct.mit.edu

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“AFAIK Gopnik states that models lack Innovation and exploratory intelligence, but that tjey do show exploitative intelligence. Regarding no research programm: direct.mit.edu/books/oa-edi... I haven't read those papers yet, but "no research" is quite a stretch.”

Established Models & releases Research 19d ago
LLMorphism humans identify as LLMs paper

LLMorphism: When humans come to see themselves as language models

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Researchers recently termed this as LLMorphism: arxiv.org/abs/2605.05419 Here's an article about this kind of synthetic theory of mind: "there are people who somewhat admire or respect the way that generative AI and LLMs get things done, and they want to be…”

Developing AI field signal Signal 2d ago

Neill Blomkamp’s New Horror Clip Is Entirely AI-Generated, Sucks

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Now it gets funny. Here's the "review" on Gizmodo gizmodo.com/neill-blomka... a piece of reactionary crap that doesn't even try to get into aspects of filmmaking or AI-cinema and simply types what reactionary luddites want to here. That's not tech journalis…”

Developing AI field signal Signal 2d ago

NIGHTBORNE — A Neill Blomkamp Sci-Fi Film. Fully AI (4K)

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“So, Neill Blomkamp made an AI gen shortfilm about zombie soldiers: "Every frame was generated in Seedance 2.0 — directed shot by shot by Neill Blomkamp, through prompts. The characters on screen carry the faces and voices of 32 real people, photographed and…”

Established AI field signal Analysis 9d ago
slop realism AI content discourse essay

slop realism

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

““Authenticity is now something you can perform, while imperfection is now something to perfect. ... If slop is the precipitate of optimization, it is easier to imagine the end of the world than the end of slop." open.substack.com/pub/etymolog...”

Established AI field signal Analysis 11d ago
On interpolatable archives essay

On Interpolatable Archives (Clean)

4 experts are actively discussing the implications.

1 expert 1 community 1 sources clustered

“If you're interested, i recently used Aby Warburg in my take on LLMs goodinternet.substack.com/p/on-interpo...”

4 experts discussed this · 4 posts
austin: oh i like this
Dan Hon: Oooh that's goo
VE, cybersocial occult investigator: Ehhh, this falls down as soon as you imagine anything that is actually bad. "I have a hungry ghost in a jar making nonconsensual nude imagry of children"—definitely something a hungry ghost in a ja…
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What experts are discussing without an anchoring article

4 experts · 37 posts · 10d ago
Ted Underwood: Anyone commenting on AI should be asked 1) Did you expect few-shot learning? 2) When chat came out, did you say "this will change syllabi"? 3) Did you predict agentic coding? If the answers are no,…
Ted Underwood: People are getting a pass on this because *most* of us missed these calls. But that's the wrong response. Actually, none of us deserve a pass. We all have burned fingers, and we all should have lea…
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5 experts · 8 posts · 12d ago
Eryk Salvaggio: We really must acknowledge that when you see “AI” making half-assed work it’s because someone looked at it, said “good enough” and shared that half-ass work just to stand by it, point out that it w…
Eryk Salvaggio: Like yes Gen AI UX is designed to encourage half-assery but Netflix is designed to keep you binge watching and we would not tolerate an academic staying up all night watching the Great British Bake…
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