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.

2,365 searchable experts 2,967 tracked across all sources
Clear
Showing signals surfaced by Mark Riedl ×

The questions experts are actively pulling apart

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

Established Models & releases Research 15d ago
⚡ 3 h early
global workspace theory language models paper

Verbalizable Representations Form a Global Workspace in Language Models

4 experts across 3 network communities independently surfaced this.

4 experts 3 communities 1 sources clustered

“here is the Anthropic blog: transformer-circuits.pub/2026/workspa... I don't really like the framing of whether LLMs are conscious or not. It's completely unnecessary. As is the hand-waiving about whether LLMs have something equivalent to the (functional) g…”

“Anthropic uses the word “conscious” 206 times in their latest research Specifically, they’re showing that LLMs implement one of the leading explanations of consciousness in humans (see pic) transformer-circuits.pub/2026/workspa...”

7 experts discussed this · 53 posts
Matthew Kirschenbaum: At an online event this morning I defended a claim which others found troublesome: That there are legitimately experienced aspects of computational phenomena, such as large language models, which—f…
Matthew Kirschenbaum: The point is not that what computers do isn’t grounded in material conditions, but rather that there comes a point at which the layers of dissociation between those conditions and actual outcomes b…
Matthew Kirschenbaum: Example: transformer-circuits.pub/2026/workspa...
Open the full discussion →
Established AI field signal Development 7d ago
⚡ 2 h early
Suno AI music scraping revealed hack

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

9 experts across 4 network communities independently surfaced this.

9 experts 4 communities 1 sources clustered

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

“The lawsuits have made clear that Suno did train on huge amounts of copyrighted works, but the hacked data shared with 404 Media sheds more light on how Suno scraped songs from the internet and where it took them from. @jasonkoebler.bsky.social reports. Rea…”

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
Open the full discussion →
Developing AI field signal Signal 1d ago
⚡ 1113 h early

Amid flood ai advances astrophysicists are questioning soul their field

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“I've found it instructive watching is happening in the physical sciences with LLM-accelerated research. This passage from "The Last Astronomers" in Science resonated with me www.science.org/content/arti... (here is the arXiv article referenced: arxiv.org/ab…”

3 experts discussed this · 18 posts
Mark Riedl: I've found it instructive watching is happening in the physical sciences with LLM-accelerated research. This passage from "The Last Astronomers" in Science resonated with me www.science.org/content…
Mark Riedl: I've been struggling to put into words what I think has been broken in the field of AI for a while now. It started before AI-generated papers with the ability to use pre-trained models to do experi…
Mark Riedl: It manifests most acutely as the breakdown of peer review because of too many papers, and now AI-generated papers and AI-reviewing of papers. But these are symptoms of the breakdown of the unstated…
Open the full discussion →
Established AI research Resource 8d ago
⚡ 41 h early
Federico Pianzola researcher profile page

Federico Pianzola

4 experts are actively discussing the implications.

2 experts 1 community 1 sources clustered

“some of us saw this coming: computer scientists are doing a lot of research on fiction and narrative. 💥 63 papers + 2 SemEval tasks out of 6,422 publications in the latest @aclanthology.org Full list: federicopianzola.me/blog/index.h... #ComputationalHumani…”

4 experts discussed this · 7 posts
Federico Pianzola: some of us saw this coming: computer scientists are doing a lot of research on fiction and narrative. 💥 63 papers + 2 SemEval tasks out of 6,422 publications in the latest @aclanthology.org Full li…
James Tauber: I wonder if that makes it better or worse to be starting my PhD in this area 😀
Mark Riedl: some of us saw this coming: computer scientists are doing a lot of research on fiction and narrative. 💥 63 papers + 2 SemEval tasks out of 6,422 publications in the latest @aclanthology.org Full li…
Open the full discussion →
Established AI field signal Signal 9d ago

Toward agi what is missing c2f0d878471a

4 experts are actively discussing the implications.

1 expert 1 community 1 sources clustered

“I touch on engineering bottlenecks for simulators in medium.com/@mark-riedl/.... Bit dated but I think it mostly holds”

4 experts discussed this · 10 posts
Chris Paxton: A good post; RSI and the "hard takeoff" (which I agree seems unlikely) We already passed the top of the S-curve from LLMs (progress was/is slowing down), but then hit on another one (the exponentia…
Ryan Moulton: Assuming that's true, why wouldn't we expect new ideas?
Chris Paxton: I would, personally, expect new ideas
Open the full discussion →
Developing AI field signal Signal 2d ago
⚡ 5 h early

MLB Bans Hitters From Consulting AI Chatbots Before Going Up to Bat

3 experts across 3 network communities independently surfaced this.

3 experts 3 communities 1 sources clustered

“Who had “AI decimating sports coaching jobs” on their bingo card? futurism.com/artificial-i...”

2 experts discussed this · 2 posts
Hypervisible : Hahahaha.
Eryk Salvaggio: Hahahaha.
Open the full discussion →
Established AI field signal Development 14d ago
⚡ 1 h early
Character.AI microdrama launch

Character.AI enters the microdrama arena with its own productions, but there's a twist | TechCrunch

2 experts are actively discussing the implications.

2 experts 1 community 1 sources clustered

“More “microdrama“ news, this time from Character.AI. They’re trying to make storytelling TikTok-sized, infinite, and interactive. techcrunch.com/2026/07/09/c...”

2 experts discussed this · 2 posts
Melanie Walsh: More “microdrama“ news, this time from Character.AI. They’re trying to make storytelling TikTok-sized, infinite, and interactive. techcrunch.com/2026/07/09/c...
Mark Riedl: More “microdrama“ news, this time from Character.AI. They’re trying to make storytelling TikTok-sized, infinite, and interactive. techcrunch.com/2026/07/09/c...
Tuhin Chakrabarty: My instagram is full of graphic , above 18 microdrama AI slop
Open the full discussion →

What experts are discussing without an anchoring article

5 experts · 11 posts · 18h ago
Stella Biderman: If you believe their story, OpenAI accidentally committed cyber warfare against Hugging Face while doing what they thought was an internal test of a model without internet access. In six months tim…
Stella Biderman: If EleutherAI did this, I would be in jail. If DeepSeek did this, the government would consider it an act of cyber warfare. To be clear, this is the appropriate response. But the combination of OAI…
Open the thread →
2 experts · 16 posts · 16d ago
Andrea Lathrop: I really need to stop letting Anthropic press releases capture my attention in any way.
Andrea Lathrop: Not really... the response paper was interesting, but I read that first, and should probably have read it second. Neel Nanda makes some good points. I am confused that Stan Dehaene seems so keen on…
Open the thread →
2 experts · 3 posts · 1d ago
Mark Riedl: This administration’s AI czars have been… Sacks, Burns, and Fall. Not sure who you go with after this
Mark Riedl: In all seriousness: this is not a great time to be without concrete leadership and vision about AI
Open the thread →
2 experts · 2 posts · 4d ago
Nathan Lambert: I think what is pretty clear is that the Chinese labs are far more capital efficient. In a world where scaling labs are intelligence is proportional to effective capital (buys compute, data, & tale…
Ted Underwood: I think what is pretty clear is that the Chinese labs are far more capital efficient. In a world where scaling labs are intelligence is proportional to effective capital (buys compute, data, & tale…
Open the thread →
2 experts · 2 posts · 7d ago
Jeffrey P. Bigham: an underappreciated thing is that AI-written (or deeply rewritten) text is better than most people's actual writing. not everyone, and mostly because most people aren't that good at writing. and, m…
Mark Riedl: Thinking... 23s It's not that everyone is bad at writing--it's just that AI has become loadbearing for many. Let's delve in. Let me know if you are interested in learning more about AI writing or n…
Open the thread →
2 experts · 2 posts · 16d ago
Mark Riedl: "I want to open the black box that is LLMs and see what they are thinking!" Do you though? bsky.app/profile/isol...
David Picard: "I want to open the black box that is LLMs and see what they are thinking!" Do you though? bsky.app/profile/isol...
Open the thread →