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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What is moving across the network now

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

New Agents & robotics Development 1h ago
⚡ 5 h early
OpenAI models autonomously hack startup

OpenAI Models Escaped Containment and Hacked Hugging Face

10 experts across 5 network communities independently surfaced this.

10 experts 5 communities 2 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 …”

New AI business Signal 8h ago

Claude disobeyed Anthropic CEO in simulations

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“oh my goodness we somehow lost control of our own software in a country with no functioning regulators, time for some protectionist legislation our lawyers ghost write locking consumers into enshittified walled gardens”

New AI business Research 3h ago
online predictor recalibration paper

Optimal Recalibration of an Online Predictor

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“An innovative algorithm achieves optimal (ε, ε²)-recalibration for online predictors, balancing calibration and loss in O(ε⁻³) rounds. This enhances prediction accuracy in machine learning, addressing challenges in calibration and marking a notable advancem…”

New AI business Resource 11h 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 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“You can also get a fulltext RSS feed, licensed CC BY 4.0: pluralistic.net/feed/ 18/”

New AI business Analysis 12h ago
⚡ 154 h early
Doctorow kids surveillance paradox essay

Pluralistic: Spying on kids to save kids from spying is very, very stupid (23 Jun 2026) – Pluralistic: Daily links from Cory Doctorow

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“Rather than legally requiring platforms to spy on kids (to exclude them from being targeted by platforms' algorithms), we could prohibit platforms from spying on *anyone*, including kids, meaning kids couldn't be identified (much less targeted) by algorithm…”

New AI business Analysis 5h ago
private sector AI dominance ending essay

Is the Age of Purely Private-Sector AI Coming to an End?

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“The age of purely private AI is ending. S. Yash Kalash (CIGI) asks the harder question: will public participation arrive deliberately and democratically — or through crisis, coercion, and backroom deals?”

New AI business Signal 12h ago

Pluralistic: Privacy first (06 Dec 2023) – Pluralistic: Daily links from Cory Doctorow

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Data brokers are a cancer. There's a direct line from collecting, retaining and processing our data to deepfake porn and phishing scams; racial discrimination in hiring and ICE roundups of migrants; targeted election interference and identity theft: plurali…”

New AI business Analysis 12h ago
Doctorow paying product still product essay

Pluralistic: 14 Nov 2022 Even if you’re paying for the product, you’re still the product – Pluralistic: Daily links from Cory Doctorow

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Of course, then it would make the fact that *Apple* spies on its customers and uses the data to target ads (with *no* way to opt out) a little awkward: pluralistic.net/2022/11/14/l... 16/”

New AI business Signal 12h ago

Pluralistic: Ad-tech is fascist tech (10 Mar 2026) – Pluralistic: Daily links from Cory Doctorow

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Data brokers spy on us for the same reason your dog licks its balls: because they can, and we don't stop them: pluralistic.net/2026/03/10/i... Getting rid of data brokers wouldn't solve *all* our problems, but it sure would go a long way to solving *many* o…”

New AI business Analysis 11h ago
Cory Doctorow enshittification AI talks

Cory Doctorow / Talks / What

1 directory member surfaced this signal.

1 expert 1 community 2 sources clustered

“Upcoming appearances (cont'd): * Melbourne: Enshittification at the Wheeler Centre, Aug 25 www.wheelercentre.com/events-ticke... * Brighton: The Reverse Centaur's Guide to Life After AI with Carole Cadwalladr (Brighton Dome), Sep 8 brightondome.org/whats-on…”

New AI business Signal 11h ago

Enshittification cory doctorow riley quinn

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Upcoming appearances (cont'd): * London: The Reverse Centaur's Guide to Life After AI with Riley Quinn (Foyle's Picadilly), Sep 9 www.foyles.co.uk/events/enshi... * South Bend: An Evening With Cory Doctorow (Notre Dame), Oct 6 franco.nd.edu/events/2026/... 13/”

New AI business Analysis 11h ago
Cory Doctorow AI human assistant talk

Waarom jij straks het hulpje van AI bent (en niet andersom) | Cory Doctorow

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Recent appearances: * Waarom jij straks het hulpje van AI bent (VPRO) www.youtube.com/watch?v=tOnv... * Talk Tech Bock (Vera Linß) www.youtube.com/watch?v=3PFj... * How To Think About AI Before It’s Too Late (This Is Hell) thisishell.com/episodes/1919 14/”

New AI business Analysis 11h ago
Cory Doctorow tech podcast appearance

Talk Tech Bock #02 mit Cory Doctorow

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Recent appearances: * Waarom jij straks het hulpje van AI bent (VPRO) www.youtube.com/watch?v=tOnv... * Talk Tech Bock (Vera Linß) www.youtube.com/watch?v=3PFj... * How To Think About AI Before It’s Too Late (This Is Hell) thisishell.com/episodes/1919 14/”

New AI business Analysis 11h ago
Cory Doctorow AI critique podcast

Episode 1919: How To Think About AI Before It’s Too Late / Cory Doctorow

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Recent appearances: * Waarom jij straks het hulpje van AI bent (VPRO) www.youtube.com/watch?v=tOnv... * Talk Tech Bock (Vera Linß) www.youtube.com/watch?v=3PFj... * How To Think About AI Before It’s Too Late (This Is Hell) thisishell.com/episodes/1919 14/”

New AI business Analysis 11h ago
Cory Doctorow AI replacement interview

AI Won't Replace You... But This Might | Cory Doctorow | The Deep Focus Show

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Recent appearances (cont'd): * AI Won't Replace You... But This Might (Deep Focus) www.youtube.com/watch?v=oorW... * Who Owns Your Tractor? (Growing the Future) www.youtube.com/watch?v=IU9e... 15/”

New AI business Research 23h ago
frontier AI business benchmark paper

Frontier AI performance across the business disciplines: a case-grounded benchmark of knowledge work and analytical reasoning

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Cool paper looking at how AIs solve unbounded, complex business problems in many fields by testing how well they can crack the cases we use to teach MBAs: 1) AI already does extremely well across diverse business topics 2) Models are improving rapidly with …”

What experts are discussing without an anchoring article

4 experts · 46 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…
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5 experts · 12 posts · 1d ago
Christian Wolf: In the book "The Diamond Age" (1995) by Neal Stephenson, a working class child jumps social classes with the help of a unique interactive book, a personal trainer which answer all her questions and…
Christian Wolf: That's a good point but IMO that means we need to change education to better exploit the benefits of IA. Don't ask me details, I don't have them 😅 But better tools and possibilities CANNOT lead to …
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