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.

2,373 searchable experts 3,451 tracked across all sources
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Showing signals surfaced by Olivia Guest ×

What is moving across the network now

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

New AI field signal Development 15h ago
⚡ 705 h early
open letter AI academia adoption

Open Letter: Stop the Uncritical Adoption of AI Technologies in Academia

4 experts across 2 network communities independently surfaced this.

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

Building & implementation

1 expert

How teams are shipping and applying it.

“"The goal of academic training is not to solve problems as efficiently and quickly as possible, but to develop skills for identifying and dealing with novel problems, which have never been solved before." openletter.earth/open-letter-... @olivia.science”

Opportunity & adoption

1 expert

New capabilities, benefits and practical upside.

“Open Letter: Stop the Uncritical Adoption of AI Technologies in Academia It's been a year & people tell me they've changed their mind, feel safer now to sign, etc. So I'm sharing it again for them. We're almost at 2k & anybody from anywhere can add their na…”

2 experts discussed this · 19 posts
Iris van Rooij: I am responsible for the academic skills line in our AI programme and I think part of the 26/27 curriculum needs to be to help students understand that all those “AI assistants” that publishers and…
Iris van Rooij: Sadly, we need to teach students now that, in contrast to computers >3 years ago, the current software is actively designed to offer them slop, desinformation, and deskilling. >>
Iris van Rooij: As if learning academic skills was not hard enough, it is now made actively harder by all the bloated “clippies”. Students need to learn and understand that part of growing to be an academic in the…
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New Culture, work & education Development 10h ago
⚡ 8 h early
Amazon Mechanical Turk platform closes

Mechanical Turk is Closing. The Workers Who Built AI Are Still Here

3 directory members surfaced this signal.

3 experts 1 community 2 sources clustered

“Data workers will lose vital income when Amazon's Mechanical Turk shuts down. Krystal Kauffmann calls for lawmakers to protect AI's hidden workforce. buff.ly/qOfG2tu”

“Wow: www.techpolicy.press/mechanical-t...”

Developing AI field signal Development 1d ago
⚡ 47 h early
AI skill degradation early results study

Is AI ruining our skills? Early results are in — and they’re not good

13 experts across 4 network communities independently surfaced this.

13 experts 4 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.

“I find the research increasingly compelling — this week's example being a case in point: www.nature.com/articles/d41... I look forward to reading your book and having these concerns placed in the context of earlier technological transitions and their attend…”

Questions & unknowns

1 expert

What remains unresolved or contested.

“What a surprise ….. “Is AI ruining our skills? Early results are in — and they’re not good Reliance on artificial-intelligence tools degrades the abilities of physicians and software engineers, studies show.” www.nature.com/articles/d41...”

2 experts discussed this · 6 posts
Edouard Machery: The literature on cognitive offloading and deskilling should be taken with a serious grain of salt. See literature on video games in the 1980s, see Haidt style literature on social media. The last …
Alondra Nelson: I find the research increasingly compelling — this week's example being a case in point: www.nature.com/articles/d41... I look forward to reading your book and having these concerns placed in the c…
Edouard Machery: The issue, in my opinion, is publication bias and p-hacking. The literature is clearly titled toward finding negative effects - this is what gets in the news etc. As a result I don’t think we can t…
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Developing Models & releases Development 1d ago
⚡ 2 h early
OpenAI 50 consumer harm lawsuits

OpenAI Is Now Facing Over 50 Consumer Harm and Wrongful Death Lawsuits

4 experts across 3 network communities independently surfaced this.

4 experts 3 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.

“OpenAI is now facing more than 50 consumer harm and wrongful death lawsuits alleging that extensive use of ChatGPT resulted in psychological harm, physical injury, and even the deaths of users and/or those around them. futurism.com/artificial-i...”

Developing AI field signal Analysis 1d 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.

“All my resources are in my pinned post / here olivia.science/ai but perhaps most useful for OP is this? Contra Literacy-Laundering: Mechanistic Critical AI Literacy doi.org/10.5281/zeno... 1/2”

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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Developing AI field signal Resource 2d 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...”

“*exhaustedly taps sign* see: doi.org/10.31235/osf... and this from @abeba.blacksky.app: doi.org/10.48550/arX...”

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 research Research 3d 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

“All my resources are in my pinned post / here olivia.science/ai but perhaps most useful for OP is this? Contra Literacy-Laundering: Mechanistic Critical AI Literacy doi.org/10.5281/zeno... 1/2”

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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Established Agents & robotics Analysis 3d ago
⚡ 45 h early
AI agent lethal trifecta essay

The lethal trifecta for AI agents: private data, untrusted content, and external communication

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“I really like Simon Willison's "lethal trifecta"—which I'm most probably adding to both my fall semester courses—but I am amused at how AI is basically forcing people to re-discover long-established principles in security (in this case, OCaps). simonwilliso…”

Established AI field signal Analysis 3d ago
⚡ 645 h early
academics reject uncritical AI adoption

Against the Uncritical Adoption of 'AI' Technologies in Academia

4 experts are actively discussing the implications.

3 experts 1 community 1 sources clustered

“And this which is now published here: www.digitalcultureandeducation.com/volume-162-p... 🌞 Against the Uncritical Adoption of 'AI' Technologies in Academia. Digital Culture & Education, 16(2), 85–118. doi.org/10.5281/zeno... 2/2”

4 experts discussed this · 46 posts
Olivia Guest: I think being anti AI is entering a more mainstream phase! While incredibly good at the same time we're finally meeting a low bar. This means: 1) more critical thinking is needed now as non-experts…
Olivia Guest: 2) industry buys people out a great deal and conflicts of interest are often not properly displayed. Many already have started rebranding as AI literacy and even critical AI literacy "experts" — wh…
Olivia Guest: Obviously, when you see research that involves anything to do with AI, look up what side projects these people have, what startups they spun up, & sadly if they are in the Epstein files, etc. bsky.…
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Established AI field signal Analysis 3d ago
Personal AI hater opinion essay

I Am Still An AI Hater

2 experts are actively discussing the implications.

2 experts 2 communities 1 sources clustered

“i also compiled it into a list for my haterversary post if you want something more succinct”

2 experts discussed this · 7 posts
Olivia Guest: What are your go-to resources on the dangers of LLMs and so-called "A.I."? I'm working on something and am looking to marshal a proper bibliography. If you have peer-reviewed studies that's great, …
Olivia Guest: All my resources are in my pinned post / here olivia.science/ai but perhaps most useful for OP is this? Contra Literacy-Laundering: Mechanistic Critical AI Literacy doi.org/10.5281/zeno... 1/2
Olivia Guest: And this which is now published here: www.digitalcultureandeducation.com/volume-162-p... 🌞 Against the Uncritical Adoption of 'AI' Technologies in Academia. Digital Culture & Education, 16(2), 85–1…
Open the full discussion →
Established Culture, work & education Analysis 3d ago
⚡ 1408 h early
uncritical AI academia adoption critique

Against the Uncritical Adoption of ‘AI’ Technologies in Academia — Digital Culture & Education (ISSN: 1836-8301)

2 experts are actively discussing the implications.

2 experts 1 community 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.

“"[U]niversities must take their role seriously to a) counter the AI industry’s marketing, hype & harm; and to b) safeguard higher education, critical thinking, expertise, academic freedom, and scientific integrity. (...) [W]e include pointers to relevant wo…”

Opportunity & adoption

1 expert

New capabilities, benefits and practical upside.

“And this which is now published here: www.digitalcultureandeducation.com/volume-162-p... 🌞 Against the Uncritical Adoption of 'AI' Technologies in Academia. Digital Culture & Education, 16(2), 85–118. doi.org/10.5281/zeno... 2/2”

2 experts discussed this · 11 posts
Olivia Guest: I already thought of: - "Laborwashing" (Red; "AI will liberate workers by alleviating them from boring labor" shit) - Greenwashing - Ethicswashing (blue) - Pinkwashing (I think they do pinkwashing …
Olivia Guest: Wow need to check this properly later
Iris van Rooij: Thanks @ethicsofai.bsky.social for mentioning! Here a reference. See highlighted sentence.
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Established AI field signal Resource 4d ago
⚡ 518 h early

OSF

2 experts are actively discussing the implications.

2 experts 1 community 1 sources clustered

“OK, maybe these are useful for your exploration. Hopefully, but please ignore of course if not. I'll link you directly to where there is the full paper and related threads as much as possible. 1/ PDF: doi.org/10.31234/osf... bsky.app/profile/oliv...”

2 experts discussed this · 38 posts
Olivia Guest: ? bsky.app/profile/eryk...
Olivia Guest: What exactly are you looking for if useful I can suggest readings? Especially if you're interested in academic work.
Olivia Guest: OK, maybe these are useful for your exploration. Hopefully, but please ignore of course if not. I'll link you directly to where there is the full paper and related threads as much as possible. 1/ P…
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What experts are discussing without an anchoring article

4 experts · 10 posts · 3d ago
Multiple readings Concern & critique · 1 Research & technical analysis · 1
blair: Doing social science with synthetic research participants is unscientific doing social science with synthetic research participants is unscientific doing social science with synthetic research part…
Bhaskar Mitra | ভাস্কর মিত্র: Doing social science with synthetic research participants is unscientific doing social science with synthetic research participants is unscientific doing social science with synthetic research part…
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2 experts · 13 posts · 4d ago
Olivia Guest: You can even ignore them. Literally nothing happens but rudeness (even that's debatable) — but using AI? That's whacky. I refuse to believe except in very rare cases (which do exist) that any junio…
Anthony Moser: pretending to do it is ruder than ignoring the request
Open the thread →