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The Who's Who of AI

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

New AI field signal Analysis 19h ago
⚡ 793 h early
critical AI essay olivia science

Critical AI

5 experts across 3 network communities independently surfaced this.

5 experts 3 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Concern & critique

2 experts

Risks, limits and unintended consequences.

“If you're in psychology or any of the cognitive sciences please consider that AI is more than a harmful piece of hype or pollutes the environment but also actively destroys our ability to do our science. A lot of my work related to this is here: olivia.scie…”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“@olivia.science of course has a great collection including a lot of her own research olivia.science/ai/”

2 experts discussed this · 9 posts
Olivia Guest: There's no engineering reason for human shaped robots other than that one actually. And there's so many engineering reasons against. The sooner people realise it has always been true & sexist (oliv…
Olivia Guest: Also see: bsky.app/profile/oliv... 2/
Thomas Dietterich: My colleague Jonathan Hurst (at Agility Robotics) has a long list of reasons why humanoid robots make sense. For years he was opposed to humanoids, but he found that for lifting and carrying loads,…
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New AI research Research 20h ago
⚡ 5 h early

Contra Literacy-Laundering: Mechanistic Critical AI Literacy | Zenodo

4 experts across 2 network communities independently surfaced this.

4 experts 2 communities 1 sources clustered

“And also: Ray, I. & Guest, O. (2026). Contra Literacy-Laundering: Mechanistic Critical AI Literacy. Zenodo. doi.org/10.5281/zeno...”

3 experts discussed this · 24 posts
Olivia Guest: New preprint! So honoured to have worked with Ishani Ray on providing vital critique on "AI literacy" & correctives for those interested in understanding why "just use the newest version of an LLM"…
Olivia Guest: Maybe many mid-career and above academics have my experience, and so can relate, but it never ever gets any less impressive, overwhelming, or old when a student appears our of nowhere (notice our g…
Olivia Guest: Anyway, back to the work itself (from the abstract): > Critical discourse on large language models (LLMs) has bifurcated between epistemic dismissal [...] and pragmatic accommodation that treats LL…
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Developing AI field signal Resource 1d ago
⚡ 236 h early
OSF open science framework platform

OSF

5 experts across 2 network communities independently surfaced this.

5 experts 2 communities 1 sources clustered

“Erscoi, L., Kleinherenbrink, A., & Guest, O. (2023). Pygmalion Displacement: When Humanising AI Dehumanises Women. SocArXiv. doi.org/10.31235/osf...”

“I think these might be helpful! Erscoi, L., Kleinherenbrink, A., & Guest, O. (2023). Pygmalion Displacement: When Humanising AI Dehumanises Women. SocArXiv. doi.org/10.31235/osf...”

2 experts discussed this · 2 posts
Olivia Guest: Ignoring this crucial distinction is BTW at the root of many instances of xenophobia/racism. People often assume that "defective" output (i. e. non-native register) equals a lack of cognitive capac…
Olivia Guest: I have lots on this angle of you're interested 🫶🏼 Sexism: doi.org/10.31235/osf... Racism: doi.org/10.48550/arX... Also... bsky.app/profile/oliv... and more but I'll not overwhelm you needlessly!
Iris van Rooij: Also here bsky.app/profile/iris...
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Developing AI field signal Signal 2d ago

Ghost in the Machine | A.I. Documentary | Independent Lens

3 experts are actively discussing the implications.

1 expert 1 community 1 sources clustered

“So good! I hosted an on-campus screening in the spring (about 60 people) and many stayed for almost 2 hours of discussion afterward. I'm excited for it to be out on PBS on Monday.”

3 experts discussed this · 5 posts
Andrew D Wilson: QED 🙄
Adam Becker: @davekarpf.bsky.social has a proposed solution to this, which I am wildly biased in favor of but I do still think is a good idea: davekarpf.beehiiv.com/p/book-revie...
Adam Becker: yeah I screamed out loud when I read that part
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Established Models & releases Signal 5d ago

The Case for Boycotting Generative AI

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“The case for boycotting Generative AI: https://t.co/jse1naVrFi https://t.co/z1luGzPSE0”

“Sure, Gary, so why doesn't this essay mention liability? Instead of impotent theories of change, lead with "AI systems should be presumed 'ultrahazardous' and thus subject to strict liability". This is a versatile and powerful framework. garymarcus.substack…”

Established AI field signal Signal 5d ago

Unable to Process Request

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Yeah, joint liability is something that was taken out of the Colorado bill, and I testified for restoring it. "We should expect that both developer and deployer will maximally exploit the ambiguities in this space between marketing and terms of use." My com…”

Established AI field signal Signal 3d ago

Jacob Coxon: how to run an AI doomsday media campaign

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“This is right: booster and doomer are the same ideology, have co-signed each others' gambling debt, and cannot abide liability. Read the TESCREAL paper and order @timnitgebru.blacksky.app's book. David Gerard is another astute observer of the EA/doomer cult…”

Established Compute & infrastructure Signal 5d ago

Western government leaders call for a focus on infrastructure resilience, not AI hype

2 experts are actively discussing the implications.

1 expert 1 community 1 sources clustered

“The actual exploits are not nearly so fancy. And what is needed is mostly boring old-fashioned infrastructure resilience.”

2 experts discussed this · 7 posts
Meredith Rose: I think it's simpler than that: they simply do not understand what they're building. And that's a problem that has been around for a while in machine learning. There's a point of complexity past wh…
Meredith Rose: The "it's all marketing hype" is an understandable reflex, because the marketers have been the ones driving policy. Now frontier labs are in a position where, when (not if!) there *is* a serious ri…
Meredith Rose: This is the worst possible state of affairs. There ARE very serious risks, we do NOT know what these tools are capable of, and a huge swath of the population won't believe that the risk is real bec…
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What experts are discussing without an anchoring article

6 experts · 37 posts · 1d ago
Reaction converging Policy & governance · 4 Opportunity & adoption · 1
Amanda Tepski: In rebuttal to “legal? ai is getting there” I offer www.damiencharlotin.com/hallucinatio...
Jed Brown: And beyond law, is a 67% error rate good for medicine? Is it normal medical practice to suppress data misconduct and 10 independent whistleblowers? It's only "getting there" when conditions to bypa…
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