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.

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Showing signals surfaced by Abeba Birhane ×

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 Development 3d ago
AHM mathematicians issue AI statement

Statements — AHM

11 experts across 5 network communities independently surfaced this.

11 experts 5 communities 1 sources clustered
How the network is reacting 3 experts are independently emphasizing markets & investment.
Reaction converging

Markets & investment

3 experts

Capital, companies and commercial impact.

“"Releasing over 700 files at once is not a demonstration of scholarship, but a demonstration of power. We urge mathematicians to discontinue their work with OpenAI and to return to a vision of science that centers human understanding." www.ahmath.org/statem…”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“"OpenAI has indicated total disregard for the norms of scientific research — norms that guarantee that mathematics remains trustworthy, ethically researched, and in the public interest... We reject OpenAI's assertion that this release advances our subject" …”

Opportunity & adoption

1 expert

New capabilities, benefits and practical upside.

“The human mathematicians are not happy with OpenAI. It’s a fascinating argument. Not about capabilities, but about the culture and norms of science. www.ahmath.org/statements”

2 experts discussed this · 8 posts
Abeba Birhane: "Releasing over 700 files at once is not a demonstration of scholarship, but a demonstration of power. We urge mathematicians to discontinue their work with OpenAI and to return to a vision of scie…
joao: "Releasing over 700 files at once is not a demonstration of scholarship, but a demonstration of power. We urge mathematicians to discontinue their work with OpenAI and to return to a vision of scie…
Olivia Guest: maybe some useful points on this terminological issue here: www.youtube.com/watch?v=pi85...
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Developing AI field signal Analysis 1d ago
AI apocalypse framing essay

Apocalypse Now and Then • EQUATOR

10 experts across 3 network communities independently surfaced this.

10 experts 3 communities 1 sources clustered
How the network is reacting 3 experts are independently emphasizing concern & critique.
Reaction converging

Concern & critique

3 experts

Risks, limits and unintended consequences.

“From the promises and catastrophic musings of tech CEOs to extraction from the earth and from human creativity to AI's inevitable end → read the full essay: www.equator.org/articles/aru...”

Markets & investment

1 expert

Capital, companies and commercial impact.

“Artificial intelligence is capitalism’s final destination -- Arundhati Roy www.equator.org/articles/aru... 🧵”

Questions & unknowns

1 expert

What remains unresolved or contested.

“"It feels a little like that moment before the tsunami in 2004. Remember how, in Thailand and Indonesia, the ocean drew back from the coastline? ... We’re in that moment now. A towering wall of stupidity is about to inundate us."”

2 experts discussed this · 2 posts
Justin Hendrix: "It feels a little like that moment before the tsunami in 2004. Remember how, in Thailand and Indonesia, the ocean drew back from the coastline? ... We’re in that moment now. A towering wall of stu…
David Kaye: i had to scroll to the end for this modest, "arundhati roy is a writer"
Eryk Salvaggio: "It feels a little like that moment before the tsunami in 2004. Remember how, in Thailand and Indonesia, the ocean drew back from the coastline? ... We’re in that moment now. A towering wall of stu…
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Established AI field signal Resource 6d 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...”

“We also make the case that the Turing test, the imitation game (see "Interlude: Can women think?" in doi.org/10.31235/osf...) rhetorically helps to form the founding historical example of Pygmalion displacement: when women computers were replaced by digital…”

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 Models & releases Signal 13d ago

AIAL Statement on Generative AI and Scientific Integrity

3 experts are actively discussing the implications.

3 experts 1 community 1 sources clustered
3 experts discussed this · 7 posts
Abeba Birhane: we have a policy for the use of genAI at the @aial.ie. we reflect on values key to scientific integrity, such as replicability, and err on the side of not using it blogpost: aial.ie/blog/gen-ai-...…
Abeba Birhane: inspired by and thanks to @markdingemanse.net, @mjcrockett.bsky.social, @olivia.science, @irisvanrooij.bsky.social and many more
Olivia Guest: 🫶🏼
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Established Models & releases Signal 13d ago

AIAL Statement on Generative AI and Scientific Integrity

3 directory members surfaced this signal.

3 experts 1 community 1 sources clustered
Established AI field signal Signal 8d ago

The environmental impact of ai poorly regulated tipping point in the eu

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“While risks to the environment are in principle included as possible systemic risks under GPAI CoP, in practice, it is not compulsory to identify & assess systemic risks to the environment & providers have not considered this in their publicly available sum…”

Established AI field signal Signal 11d ago

dl.acm.org

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“the latest anthropic cry abt "cruelty" & "abuse" of ai is truly stupid. i beg journalists to stop parroting amodei we wrote why dehumanisation of ai is impossible & 6+ yrs later, everything in this paper holds Robot Rights? Let’s Talk about Human Welfare In…”

Established AI field signal Signal 12d ago

AI Counter Summit | DATA Ireland

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“our colleagues from the tech workers union are hosting a two day summit this weekend. I can guarantee you it'll will be much more informative and real than the actual government summit we have a line-up of stellar speakers. join us tomorrow and Sunday www.d…”

What experts are discussing without an anchoring article

4 experts · 31 posts · 7d ago
Abeba Birhane: "Today's AI summit brings together businesses, governments and civil society together" Minister Peter Burke TD (fact: there are no civil society representatives, not in the list of speakers) #AISum…
Abeba Birhane: "We are not just talking about AI, we are investing in it. We are accelerating investment in corporate AI innovation." Minister Burke #AISummitIE
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3 experts · 7 posts · 12d ago
Abeba Birhane: i appreciate the authors being upfront about the limitation of their work but what can be meaningfully inferred from work like this
Andrew D Wilson: This has been a theme I’ve spotted in all AI discussions, including policies around use - a long list of actually disqualifying limitations and problems, with no reflection on this fact but precede…
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3 experts · 4 posts · 9d ago
Abeba Birhane: if we want to treat ai systems with respect because it is a good thing to do (not because ai systems have feelings), that says all about the norms we want to cultivate as a society and *nothing* ab…
Olivia Guest: Are these the same people who are against violence in video games or is that respectful because the video games' NPCs (or their friends characters) are designed to be able to be shot at or whatever…
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3 experts · 3 posts · 7d ago
Abeba Birhane: i appreciate people trying to place my work as an important piece in the current ai landscape but it is inaccurate to describe my work as ai safety. i do proper, rigorous scientific research
Veni Kunche: i appreciate people trying to place my work as an important piece in the current ai landscape but it is inaccurate to describe my work as ai safety. i do proper, rigorous scientific research
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