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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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Showing signals surfaced by Charles Logan ×

The developments commanding sustained expert attention

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

Established AI field signal Analysis 5d ago
⚡ 6 h early
essay how to talk AI

How to talk about

13 experts across 2 network communities independently surfaced this.

13 experts 2 communities 1 sources clustered

“For reasons mysterious to me, Will Stancil is continuing his crash out about language used to describe LLMs, moving on from raning about "stochastic parrots" to picking up on this piece that @nannainie.bsky.social and I published earlier this summer: button…”

“Instead of railing against the latest “I asked Claude” article in a mainstream publication, I’ll just post this.”

2 experts discussed this · 16 posts
Emily M. Bender: So many conversations where otherwise serious people throw around the term "AI" without defining it, despite it being notoriously ill-defined. Thinking about why this might be >>
Emily M. Bender: In some cases, no doubt, the speaker fully believes that autonomous thinking machines are among us. (Though I said "otherwise serious people" in the prev post, so.) >>
Emily M. Bender: In other cases, I suspect that people feel like they lack the expertise to call bullshit and are repeating what they hear others say. >>
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Established AI field signal Signal 19d ago

theatlantic.com

10 experts across 3 network communities independently surfaced this.

10 experts 3 communities 1 sources clustered
2 experts discussed this · 2 posts
Suresh Venkatasubramanian: I know it's a trend to quit big tech and write a warning note. But this one from David Robinson is worth reading if only because he is much more careful in where he locates the concerns (about cult…
Gina Helfrich: It was going so well, until the final paragraph.
angela zhou: I know it's a trend to quit big tech and write a warning note. But this one from David Robinson is worth reading if only because he is much more careful in where he locates the concerns (about cult…
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Established Culture, work & education Analysis 3d ago
⚡ 59 h early
gen Alpha AI insult cultural commentary

‘That’s so AI!’ What gen Alpha’s biggest insult tells us

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“"[T]his bit of slang means something: the young people have simply broadened the definition of AI to make it equivalent to 'bullshit'."”

““Name: “That’s AI!” Age: Brand new. Appearance: Primary schools everywhere. What’s AI? It’s just a thing the kids are saying now: “That’s AI!” or “That’s so AI!” But what is? Something inauthentic, unbelievable or rubbish.””

Established Compute & infrastructure Analysis 17d ago
Data Society AI factory data centers

The AI Factory: Data Centers, Power, and Resistance in Late Industrial Pennsylvania - Data & Society

7 experts across 2 network communities independently surfaced this.

7 experts 2 communities 1 sources clustered
How the network is reacting 3 experts are independently emphasizing research & technical analysis.
Reaction converging

Research & technical analysis

3 experts

Evidence, methods and technical implications.

“Read the report, a deep exploration of how tech is impacting people’s lives, by @mwoluchem.bsky.social, @livgar.bsky.social, @anthrotechana.bsky.social, Joan Mukogosi, and @cellllla.bsky.social. 4/5 datasociety.net/research-lib...”

Established AI field signal Signal 7d ago

Ai parenting motherhood ollie fambot

3 experts across 3 network communities independently surfaced this.

3 experts 3 communities 1 sources clustered

““Apps including Ollie, Fambot, Ohai and Ava aim to function as household managers, and the majority of users so far are mothers, according to the chief executives of these start-ups.””

“Put another way: what are unmet personal and structural needs that caregivers are experiencing that make bots and agents so attractive? The article's web title is "Can A.I. Apps Be a Mom's Second Brain?", which raises a question: where we at, dads? Not prom…”

2 experts discussed this · 4 posts
Charles Logan: And it's always worth considering how technologies promise mothers they can save time when the reality is from the hype. See:
Charles Logan: The "unmet needs" frame is something I heard from @emilymbender.bsky.social in her conversation with @adambecker.bsky.social, and I think it's a helpful way to shift attention away from technosolut…
Charles Logan: Put another way: what are unmet personal and structural needs that caregivers are experiencing that make bots and agents so attractive? The article's web title is "Can A.I. Apps Be a Mom's Second B…
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Developing Culture, work & education Analysis 1d ago
⚡ 28 h early
AI education flawed meta-analysis critique

Presumed Effective: The Manufacturing of an Evidence Base for AI-in-Ed Through Flawed Meta-Analysis

4 experts across 2 network communities independently surfaced this.

4 experts 2 communities 1 sources clustered

“Of interest from Justin Reich today: a panel discussion on "faulty meta-analyses related to AI in Education":”

“I would love everyone in education, regardless of level, to watch this discussion of the grave methodological problems of meta analysis papers on "AI in education." We are years from even a potentially valid analysis. Anyone claiming to know something now i…”

Established Agents & robotics Signal 9d ago
⚡ 4 h early

Y Combinator "Customer Surveillance" Startup Says "Every Company Will Soon Assign an AI Agent to Every Customer to Watch Their Every Move"

4 experts across 3 network communities independently surfaced this.

4 experts 3 communities 1 sources clustered

“"Every future imagined by a tech company is worse than the previous iteration." - @hypervisible.blacksky.app”

“NEW: The founders of a startup called Outlit argue that the future of B2B sales is constant, AI agent-powered surveillance. “It’s one page, and it’s always updating,” one founder said of the platform, “and it’s all of everything we can find on them at all t…”

Established AI field signal Signal 3d ago

ojs.aaai.org

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“"[W]e argue that the appropriate response to AI hype is not literacy, but contestation: undermining hypers’ legitimacy and building collective power to pursue alternative trajectories for AI," write @shreyachowdhary.bsky.social, @tisjune.bsky.social, and @b…”

Developing AI business Signal 2d ago

Higher Education Investments and the AI Bubble

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“Join TODAY at 3pm ET and tell your colleagues! our 5th installment of our AI toolkit series about how the AI bubble affects us in higher ed and what to do about it. We will be joined by leaders from TIAA Divest!, Majority Action, and Make the Road. Register…”

New AI business Signal 9h ago

Ceo of ai tutoring company tells students not to worry about professors rules

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“I am once again humbly saying that decisions about technology deployment on our campuses are almost always made by people who have never set foot in the classroom or done research. Most of these new technology deployments, like CircleAI here, are wholly unp…”

Established Compute & infrastructure Analysis 6d ago
data centers K-16 civics curriculum

More than"AI Populism": Investigating Data Centers With K-16 Students — Civics of Technology

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“Evan Shieh & @jbpleasa.bsky.social on why Jasmine Sun’s “No Data Centers in My Backyard” is "an illustrative case study for the persistent shortcomings of technocracy and the 'Abundance Agenda' to faithfully represent the material, socioenvironmental concer…”

Established AI field signal Signal 18d ago

journals.sagepub.com

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“Rather than adopt a stance of critical optimism, educators and education researchers can - and, I'd argue, should - refuse GenAI. We outline three forms of refusal: curricular; bureaucratic; and administrative. You can find our article below; it's paywalled…”

Established AI field signal Analysis 8d ago
AI as book ban framing critique

AI Is a Book Ban — Sonja Drimmer

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

““AI Is a Book Ban — Sonja Drimmer” https://sonjadrimmer.com/blog-1/2026/10/14/ai-is-a-book-ban > For one, the ease now with which information is availed to people by summary means that there is a screen between people and the actual sources of information t…”

Established AI field signal Resource 16d ago
⚡ 414 h early
AAUP AI activism toolkit launched

Toolkit for Activism on AI

3 directory members surfaced this signal.

3 experts 1 community 1 sources clustered

“Grateful to the folks on the Committee on Artificial Intelligence and Academic Professions who put all this together. Resources include a zine, procurement playbook, bargaining tracker, AI/tech divestment guide, state policy tracker, FOIA guide, explainer f…”

Established AI field signal Development 14d ago
BMJ Sage Redpine 20M papers deal

Publishers including BMJ Group and Sage will share 20M peer-reviewed research papers with AI company Redpine | Sunil Manghani

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“The tokenization of academic labour with AI is accelerating. Will we end up thinking of our papers and publications in terms of how many tokens they contribute to science? HT Sunil Manghani who has a fantastic post on this over on linkedin lnkd.in/p/ecU9Zi6S”

Established AI field signal Signal 19d ago
⚡ 102 h early

🔊 Listen Now: People are asking ChatGPT to help them decide how to vote in the midterms

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“Do you want to know what’s better than remaining “curious and vigilant” about using chatbots for researching election information? Not using them in the first place.”

Established Responsible AI Signal 10d ago
⚡ 10 h early

Critical collaging as an AI resistance strategy - AI and Ethics

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“"With these collages, I am attempting to provoke thought about how linguistic and visual rhetorical devices are used to describe generative AI," writes @dalupton.bsky.social. Less industry-aligned AI literacy and more critical collaging, please!”

What experts are discussing without an anchoring article

2 experts · 2 posts · 8d ago
Olivia Guest: not sure what I think of him generally, but he does love his craft in all his retellings I've seen, so this is consistent regardless of also having needed money for huge debt etc) — it seems that l…
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