Established
AI field signal
Analysis
5d ago
⚡ 6 h early
essay how to talk AI
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
10 experts across 3 network communities independently surfaced this.
10 experts
3 communities
1 sources clustered
Concern & critique
2 experts
Risks, limits and unintended consequences.
“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 culture and industry attitude to safety) www.theatlantic.com/tec…”
Policy & governance
1 expert
Rules, institutions and accountability.
“Important article: AI urgently needs to import safety and regulatory expertise from areas like nuclear, biosecurity, and aviation www.theatlantic.com/technology/2...”
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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gen Alpha AI insult cultural commentary
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.””
Data Society AI factory data centers
7 experts across 2 network communities independently surfaced this.
7 experts
2 communities
1 sources clustered
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
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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AI education flawed meta-analysis critique
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…”
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
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…”
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…”
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…”
data centers K-16 civics curriculum
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
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
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
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
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
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.”
1 directory member surfaced this signal.
1 expert
1 community
1 sources clustered
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!”