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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Posts are grouped by conversation and tone. Select a lens to filter the stream; these are never permanent labels on people.

Markets & investment Concern & critique Opportunity & adoption Research & technical analysis
2 live reaction maps in this view Jump to the evidence ↓
Reaction converging Statements — AHM Markets & investment · 5 attributable reactions Multiple readings OpenAI withdraws three preprints a day after releasing 722 manuscripts on unsolved math problems Concern & critique · 2 attributable reactions
Showing signals surfaced by joao ×
New & accelerating

What is moving across the network now

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
Abeba Birhane Ethan Mollick Timnit Gebru joao Olivia Guest J. Nathan Matias Scott McGrath Eileen Clancy 🧿 +3
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...
Open the full discussion →
Primary source ahmath.org ↗
Developing Culture, work & education Analysis 1d ago
⚡ 59 h early
gen Alpha AI insult cultural commentary

‘That’s so AI!’ What gen Alpha’s biggest insult tells us

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered
joao Charles Logan Neil Turkewitz

“"[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.””

Primary source theguardian.com ↗
Established Models & releases Development 3d ago
OpenAI withdraws math preprints

OpenAI withdraws three preprints a day after releasing 722 manuscripts on unsolved math problems

4 experts across 3 network communities independently surfaced this.

4 experts 3 communities 1 sources clustered
joao Olivia Guest Ben Williamson Edouard Machery
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Concern & critique

1 expert

Risks, limits and unintended consequences.

“it has been like that since the first days of LLMs - they exploited the cog sci community to understand what they models do, how they work, they are now exploiting mathematicians. free labor, which we are surprisingly too willing to give. Nationalize!”

Markets & investment

1 expert

Capital, companies and commercial impact.

“Association for Human Mathematics: “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 un…”

Primary source retractionwatch.com ↗