New
AI field signal
Analysis
19h ago
⚡ 793 h early
critical AI essay olivia science
5 experts across 3 network communities independently surfaced this.
5 experts
3 communities
1 sources clustered
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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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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NYC mayor AI school generative moratorium
6 experts across 4 network communities independently surfaced this.
6 experts
4 communities
1 sources clustered
“They’ll keep telling us it’s inevitable but NYC and other large school systems are starting to say no to AI, recognizing it’s not a legitimate tool for k-12 learning. Even some universities are putting their foot down, like U Chicago (and some law schools) …”
“It is that simple.... "a new Technology in Schools Coalition, made up of students, educators, parent leaders, elected officials, advocates, union partners and experts in the field will convene to assess the impact of the moratorium and limited pilots". www.…”
Developing
AI field signal
Resource
1d ago
⚡ 236 h early
OSF open science framework platform
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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Established
AI field signal
Analysis
9d ago
⚡ 488 h early
developer abandons AI tools essay
6 experts across 3 network communities independently surfaced this.
6 experts
3 communities
1 sources clustered
“"There's an ineffable aspect to my favorite pieces of software where I don't think of it is as feature matrix but rather as an interface made by a human for humans that's a joy to use. And when you build software with AI, it leads to worse software." brettc…”
“"So in summary: using AI for coding led to depression, apathy, existential dread, and worse software. Not good. Add on top of that the negative environmental, community, and economic impacts of AI, and it became extremely apparent to me that something's got…”
LLMs distort written language paper
4 experts across 2 network communities independently surfaced this.
4 experts
2 communities
1 sources clustered
Research & technical analysis
3 experts
Evidence, methods and technical implications.
“Fantastic paper demonstrating how LLM editing is gradually distorting our writing and the way we think to write: arxiv.org/abs/2603.18161”
3 experts discussed this · 4 posts
Eugene Vinitsky: Fantastic paper demonstrating how LLM editing is gradually distorting our writing and the way we think to write: arxiv.org/abs/2603.18161
Eugene Vinitsky: Sitting in Marwa's fantastic PhD defense, trying my best not to just retweet all her papers
Isaiah Bishop: Fantastic paper demonstrating how LLM editing is gradually distorting our writing and the way we think to write: arxiv.org/abs/2603.18161
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Developing
AI field signal
Signal
2d ago
2 directory members surfaced this signal.
2 experts
2 communities
1 sources clustered
“Not to put too fine a point on it but remember in Jan 2025 when the AMS was like JMM will have a theme for the first time ever and the theme is AI, yay, ps the program has no decision of ethical concerns etc? www.ams.org/about-us/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…”
Wikipedia AI content removal policy
2 directory members surfaced this signal.
2 experts
2 communities
1 sources clustered
“This is a law scholarship analogue of Wikipedia's presumptive removal policy. It's a rational response to LLMs and the bullshit asymmetry principle. An expectation to read and evaluate all the slop on a topic is a denial of service attack on advancement of …”
OpenAI IPO delay announced
1 directory member surfaced this signal.
1 expert
1 community
1 sources clustered
Developing
AI field signal
Signal
2d ago
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
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
AI field signal
Signal
5d ago
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…”
AI detection academic integrity paper
1 directory member surfaced this signal.
1 expert
1 community
1 sources clustered
“It's an arms race and we have to find a way to not play. "After humanization, more than 96% of AI-labeled rewrites evade Pangram and GPTZero."”
OpenReview paper submission
1 directory member surfaced this signal.
1 expert
1 community
1 sources clustered
“There is no "persona". "we identified critical failure modes often hidden by traditional benchmarks: a “Safety Tax” where anti-hallucination prompts induce over-refusal, and “Distributional Collapse” where performance degrades based solely on information di…”
1 directory member surfaced this signal.
1 expert
1 community
1 sources clustered
“My interpretation is that OpenAI embraced the xrisk/pause narrative as an opportunistic excuse to avoid acknowledging that they do not have the finances/fundamentals to IPO.”
Established
AI field signal
Signal
4d ago
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…”
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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