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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Posts are grouped by conversation and tone. Select a lens to filter the stream; these are never permanent labels on people.

Showing signals surfaced by Benjamin Riley ×

The developments commanding sustained expert attention

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

New Culture, work & education Signal 11h ago

Alpha school ai education parents

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“And now the media heavyweights weigh in. @danagoldstein.bsky.social does a thorough job reporting on the ed-tech ambitions of Alpha School, and whether existing claims about its effectiveness withstand scrutiny (answer: no). Appreciate the nod to my reporti…”

Established AI field signal Analysis 14d ago
⚡ 8 h early
minds not equipped handle AI essay

Our minds aren’t equipped to handle AI

4 experts across 2 network communities independently surfaced this.

4 experts 2 communities 1 sources clustered
How the network is reacting 2 experts are emphasizing concern & critique.
Shared emphasis

Concern & critique

2 experts

Risks, limits and unintended consequences.

“AI “is something like a cognitive version of a hot dog,” @benjaminjriley.bsky.social writes. “It appeals to us in the moment, but undermines the health and sustainability of cognitive systems we’ve evolved over several millennia.” www.theverge.com/ai-artifi…”

2 experts discussed this · 26 posts
Benjamin Riley: I'm again grateful to @theverge.com for publishing my newest long-form essay on the limits of the computational model of the mind, the benefits of understanding both biological and cultural evoluti…
Hypervisible : I'm again grateful to @theverge.com for publishing my newest long-form essay on the limits of the computational model of the mind, the benefits of understanding both biological and cultural evoluti…
Benjamin Riley: It’s never left my mind since I read it
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Established AI field signal Analysis 8d ago
digital tech control dystopia essay

The Digital Hands Around Our Throat

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“BlueSky world, I'm looking for: -- US-based creatives (illustrators, film, art, but *not just writing*) -- Who radically oppose AI intrusion into education & schools -- And have created something(s) demonstrating their resistance Is that you? Know someone? …”

Established AI field signal Analysis 11d ago
human minds not evolved for AI

Our minds did not evolve for AI

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Concern & critique

1 expert

Risks, limits and unintended consequences.

“For those who encountered a paywall last week, I've just republished my essay with The Verge on human evolution and the danger of AI as "cognitive hot dog" on my personal site. Same essay, slightly evolved headline, and includes animated graphics of two ver…”

Building & implementation

1 expert

How teams are shipping and applying it.

““Effortful thinking is hard, and if we’re offered technological off-ramps, we’ll take them.. As cognitive delegation spreads, ‘the social environment that supports autonomous reasoning can weaken’” buildcognitiveresonance.substack.com/p/our-minds-...”

Developing Culture, work & education Resource 2d ago
critical AI education studies network launched

Critical Studies of AI and Education network

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Next Friday October 30th, I’ll be delivering a public talk on What Makes Us Human? as part of a series hosted the Critical Studies of AI and Education Network. If curious, description and form to register are pasted below — starts early for the UK-based aud…”

Established AI field signal Signal 15d ago

Cognitive Resonance | Resources

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“I published this in 2024. It remains as true today as it did then — though in need of a refresh on so-called agentic AI, which somehow manages to be even worse for education than chatbots. Free to download here: www.cognitiveresonance.net/resources”

Established AI field signal Signal 14d ago

Our minds aren’t equipped to handle AI

4 experts are actively discussing the implications.

1 expert 1 community 1 sources clustered

“My views on this have likewise changed, I agree that the mythological separation of mind from body, and also treating the former as purely a computer, has created quite a mess. www.theverge.com/ai-artificia...”

4 experts discussed this · 25 posts
Amy Hoy: in case anyone wonders how they fake the appearance of a mind — by faking the sensation of conversation — i wrote a whole thread about it tl;dr NONE of that is in the actual model, 100% of it is in…
John Warner: It's all such nonsense! I'm glad my grandmother isn't alive because she would be telling a lot of people off right now. "Don't be so open minded you let your brain fall out,"
Nathalie Maréchal, PhD: I can’t stress enough that this notion of if and when It will gain consciousness is Bible fanfic. It’s not real.
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Established AI field signal Analysis 7d ago
Tressie McMillan Cottom AI determinism talk

Tressie McMillan Cottom: AI’s future isn’t a foregone conclusion. So why do we talk like it is?

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“It's not. But adopting the mindset that we cannot stop AI intrusion furthers that very intrusion, a sort of learned helplessness that Big Tech relies upon to create the myth that "AI is inevitable." @tressiemcphd.bsky.social articulates this better than I e…”

Established Culture, work & education Analysis 9d ago
AI schools $75k investigation video

I Investigate the $75,000 "AI Schools"

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“I suspect videos such as this one terrify Alpha School leadership more than my written reports. For the terminally online, losing control of the discourse on YouTube and TikTok is hard to handle. (Pretty sure this guy used my reporting without crediting me,…”

Established AI field signal Analysis 12d ago

Humans understand what AI cannot

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Perhaps we might accept there are some big words we use that inherently have something ineffable to them. Justice. Solidarity. Understanding. Consciousness. I have found Helen Keller’s discussion of her own cognition fascinating on this topic. buildcognitiv…”

Established AI field signal Analysis 12d ago
AI goes Office Space essay

AI goes Office Space

2 experts are actively discussing the implications.

1 expert 1 community 1 sources clustered

“Man this has been plaguing me. Groped at the issue here: buildcognitiveresonance.substack.com/p/ai-goes-of...”

2 experts discussed this · 3 posts
Katie (Kathryn) Conrad: Given how most people still don’t fully understand how large language models work, I feel like it makes sense to regulate who can use an AI agent.
Benjamin Riley: Man this has been plaguing me. Groped at the issue here: buildcognitiveresonance.substack.com/p/ai-goes-of...
Katie (Kathryn) Conrad: Ps I brought up agents as an issue for institutional security & integrity at my U last summer. Personally, I think we should slow the roll on deployments & then as expertise builds in an institutio…
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What experts are discussing without an anchoring article

5 experts · 20 posts · 20d ago
Multiple readings Policy & governance · 1 Opportunity & adoption · 1 Questions & unknowns · 1
Anthony Moser: i'm hearing computers are able to do math now and this is supposed to be sufficiently impressive that i forget ai companies are fully part of the fascist project
tweety fish: Literally none of the people you were talking to about this said that or believe it, what the heck?
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