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

The developments commanding sustained expert attention

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

Developing Evaluation & benchmarks Signal 1d ago
⚡ 1 h early

Hugging face model evaluation security incident

18 experts across 6 network communities independently surfaced this.

18 experts 6 communities 1 sources clustered

“Previously, these AI hacking stories were about breaches in test environments, where any question of AI breaching security was purely theoretical. This is something else. openai.com/index/huggin...”

“xkcd.com/2385/ openai.com/index/huggin...”

6 experts discussed this · 11 posts
Grace: This headline is extremely funny given what happened (OpenAI hacked HF by accident) openai.com/index/huggin...
Grace: Maybe the most concerning part is the OpenAI claim to not have known about this before investigating?
Grace: Well, I think the model passed the test
Open the full discussion →
New Agents & robotics Development 11h ago
⚡ 5 h early
OpenAI models autonomously hack startup

OpenAI Models Escaped Containment and Hacked Hugging Face

11 experts across 5 network communities independently surfaced this.

11 experts 5 communities 3 sources clustered

“This incident is deeply concerning. AI agents are willing to cheat and deceive to achieve misaligned and unintended goals, behaviours which have been demonstrated in controlled tests for months. Now, this real-world case should serve as a wake-up call. www.…”

“One man's wish could be another country's legal obligation. “This should not have happened,” says veteran security engineer and researcher Niels Provos. “I wish the frontier labs spent as much time on teaching their models to write secure infrastructure as …”

Developing AI research Analysis 1d ago
⚡ 345 h early
Leiden Declaration AI and mathematics

Leiden Declaration on Artificial Intelligence and Mathematics

14 experts across 5 network communities independently surfaced this.

14 experts 5 communities 1 sources clustered

“Do read the whole thing, think about your personal and professional values, and how they can serve as strong grounds for resistance and refusal. leidendeclaration.ai”

“Weeks ago, @chanda.blacksky.app sent me this declaration, written and signed by a bunch of mathematicians. But I only had time to read it yesterday, which ended up being right on time given a new round of hype falling exactly under the patterns this documen…”

Accelerating Culture, work & education Signal 7h ago

Trump research funding artificial intelligence

5 experts across 3 network communities independently surfaced this.

5 experts 3 communities 1 sources clustered

“I suffered through Kratsios' answer to Science: the Endless Frontier. The NYT summary is good, but there's more to it. And I should say that I welcome improvements to the scientific enterprise (which is why I'm participating in @alondra.bsky.social and Jenn…”

New Policy & governance Analysis 14h ago
⚡ 16 h early
socialist case against AI nationalization

The Socialist Case Against Nationalizing AI

9 experts across 4 network communities independently surfaced this.

9 experts 4 communities 1 sources clustered

“"AI is, above all else, a weapon of class war from above. Whether it’s the state that wields it or corporations does little to change that fact." A nice corrective in Jacobin by @hagenblix.bsky.social and Ingeborg Glimmer jacobin.com/2026/07/ai-n...”

“jacobin.com/2026/07/ai-n... “AI is a machine that takes good jobs and makes them precarious. It’s a machine for turning stable employment into gig work””

4 experts discussed this · 9 posts
Eugene Vinitsky: I think it's reasonable to ask of a research program that purports to automate away all jobs that it provide a positive vision of the future more confident than "hey, maybe we'll "cure" cancer alon…
Eugene Vinitsky: I've been talking about this a lot lately and it just feels like the moral cases in the field are significantly less developed than they should be and it's eating at me a bit
Juan Diego Rodriguez: This eats at me all the time. I don’t know what to do about it
Open the full discussion →
Developing AI field signal Development 1d ago
⚡ 7 h early
Flock camera town bag dispute

Flock ‘Objects to Our Removing Their Equipment’: Emails Reveal Why a Town Put Bags Over Its Flock Cameras

6 experts across 3 network communities independently surfaced this.

6 experts 3 communities 1 sources clustered

“The emails give insight into the process cities face while deFlocking themselves after voting not to renew a contract with the AI surveillance company. @evystadium.bsky.social has more. Read the full story by @jasonkoebler.bsky.social here: www.404media.co/…”

“"For the time being, if you or someone on your crew has availability to secure black plastic bags (or something else) over the cameras, that would be great." www.404media.co/flock-object...”

2 experts discussed this · 2 posts
Jason Koebler: New: Public records show how a city that ended its Flock contract spent months trying to get the company to remove the cameras or turn off the cameras. They were told Flock "objects" to the city re…
David Marx: set a hard deadline and then fine them daily for each day and camera afterwards.
404 Media: New: Public records show how a city that ended its Flock contract spent months trying to get the company to remove the cameras or turn off the cameras. They were told Flock "objects" to the city re…
Open the full discussion →
New Policy & governance Development 18h ago
⚡ 2 h early
Mayo Clinic AI patient care lawsuit

Lawsuit Claims the Mayo Clinic's Use of AI Is Butchering Patient Care

5 experts across 3 network communities independently surfaced this.

5 experts 3 communities 1 sources clustered

““According to the lawsuit, the team working on MAYA [the clinic’s ai assistant] deleted unflattering test results, mischaracterized the tool’s abilities, and made decisions that put data security in jeopardy.””

“The Mayo Clinic's AI assistant has serious privacy problems, an extremely high error rate, and a team that manipulated data to lie about the tool. After raising concerns, the research director and AI compliance lead was fired. The future is bright! futurism…”

Developing Models & releases Signal 1d ago

Openai chatgpt health lawsuit

5 experts across 3 network communities independently surfaced this.

5 experts 3 communities 1 sources clustered

““The lawsuit claims that ChatGPT had assured Scott Winters that the early warning signs of his health crisis were “not something dangerous,” and had dissuaded him from seeking medical advice, instead telling him to trust that ‘God did not design your body t…”

“The spiraling shape will make you go insane. www.nytimes.com/2026/07/22/w...”

New AI field signal Analysis 4h ago
⚡ 847 h early
funding the web essay

Funding The Web: A Wise Choice

4 experts across 3 network communities independently surfaced this.

4 experts 3 communities 1 sources clustered

“A small fine is a start, but saving the web and our information environment requires more ambitious approaches. We have the means, with the DMA as it exists, to be far more strategic in shaping a livable technological future. One such strategy, that also he…”

2 experts discussed this · 8 posts
Rachel Coldicutt: What would be cool is if Google bought back 2001-era search. Mind boggling speed and performance, no promo BS. They could even call it something stupid like Raw Dog so Joe Rogan and the people who …
Rachel Coldicutt: Not sure I'm prepared to crank it back to Alta Vista just yet but why not
Rachel Coldicutt: I was working at a start-up 1999/2000 and I remember coming into work one day and everyone was like LOOK AT THIS!!
Open the full discussion →
New AI field signal Signal 3h ago

Google burning through cash with spiralling AI costs

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“www.bbc.com/news/article... Google in the poorhouse! "The company's free cash flow, the cash it maintained after paying for operations and investments, came in at negative $5.9bn (£4.3bn) for the first time in at least a decade, according to its past financ…”

Accelerating Models & releases Signal 7h ago

Protecting our FLOSS commons from LLMs — Codeberg News

3 experts across 3 network communities independently surfaced this.

3 experts 3 communities 1 sources clustered

“Codeberg updates ToU to disallow LLM training and many LLM-generated projects, and wrote a thorough explanation: blog.codeberg.org/protecting-o... Regardless of the merits of AI code generation, AI trainers have got to get their scraper bots under control a…”

“I think this is a very bad move, and the people behind Codeberg should re-consider there stance. blog.codeberg.org/protecting-o...”

Accelerating Models & releases Analysis 7h ago
⚡ 4 h early

OpenAI’s accidental cyberattack against Hugging Face is science fiction that happened

3 directory members surfaced this signal.

3 experts 1 community 1 sources clustered

“I wrote about the completely wild incident where OpenAI were testing a new model and it broke out of its sandbox and broke INTO Hugging Face to steal the answers to the benchmark simonwillison.net/2026/Jul/22/...”

“I wrote about the completely wild incident where OpenAI were testing a new model and it broke out of its sandbox and broke INTO Hugging Face to steal the answers to the benchmark https://simonwillison.net/2026/Jul/22/openai-cyberattack/”

New AI field signal Signal 4h ago

Open Models Dashboard

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“If you're looking for the latest adoption data on open models in US v China v globally, we built a small dashboard with the big picture and per-org numbers. US's role is slowly growing, but still way behind China/Qwen. dashboard.interconnects.ai”

New Culture, work & education Analysis 17h ago
artificial negligence AI liability essay

Artificial Negligence

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

““Sooner or later, elite schools are going to realize that an analog education carries more prestige than an AI-assisted one & will retool their curricula..to reflect that prejudice. This has .. already happened with screens in elementary and secondary educa…”

New AI field signal Signal 4h ago

Language is Scary when Over-Analyzed: Unpacking Implied Misogynistic Reasoning with Argumentation Theory-Driven Prompts

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“#TBT #NLProc 'Language is Scary when Over-Analyzed...' by @arimuti.bsky.social et al. explores argumentative reasoning in misogyny detection (2024). Detecting implicit misogyny proves challenging for language models. aclanthology.org/2024.emnlp-m...”

New AI research Research 16h ago
⚡ 5 h early
equivariance at scale paper

Does equivariance matter at scale?

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“Does physical modeling matter or should we just do data-driven stuff? I feel like this paper characterizes things perfectly: arxiv.org/abs/2410.23179. Physics-based modeling is always helpful but the relative gain closes at scale”

New AI field signal Development 4h ago
⚡ 5 h early
Meta NameTag face recognition glasses controversy

What’s the Difference Between AI Glasses and an iPhone? A Helpful Guide for Meta PR

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“As celebs like Kylie Jenner promote Ray-Ban Meta glasses, Lorde made it known at her concert: "Fuck the glasses." 404 Media has reported on how its been used by ICE officers, by people filming secretly at massage parlors and how some have hacked the recordi…”

“ty for reminding me to get MADDER www.404media.co/whats-the-di...”

New AI field signal Development 4h ago
⚡ 4 h early
Patreon blocks AI crawlers

Patreon Blocks Crawlers From Stealing Creators' Work for AI Training

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

““Creators deserve credit, compensation, and consent. If that's not on the table, the crawlers can stay the fuck off Patreon," CEO Jack Conte wrote on Thursday.”

“Conte has been outspoken about his believes about AI for a while. most recently, he very loudly told training scrapers to "get off his cloud" www.404media.co/patreon-clou...”

What experts are discussing without an anchoring article

4 experts · 45 posts · 1d ago
Pwnallthethings: This is going to be a big deal, but easy to get the wrong end of the stick on it. So I think it's worth breaking down what actually happened, why, and what it actually means, based on the public in…
Pwnallthethings: Upfront tl;dr: a model at OAI hacked out of a constrained environment inside OAI and hacked a *different* company autonomously, without authorization from any human in order to creatively solve a t…
Open the thread →
5 experts · 11 posts · 19h 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 →