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.

2,397 searchable experts 4,280 tracked across all sources
Build my stream Create my edition
Filter the conversation Who is saying what?

Combine a professional role with a reaction lens. Both must match the same attributed contribution.

Clear all
Active evidence filter

Showing developments with attributable Markets & investment reactions.

New Network reaction maps

See how experts are reacting—not just what they shared.

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 ×
Most important

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.

Why this matches Markets & investment reaction 3 attributable expert contributions · Abeba Birhane, Olivia Guest, Lisa Messeri
“"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…” evidence ↗
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 ↗
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.

Why this matches Markets & investment reaction 1 attributable expert contribution · Olivia Guest
“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…” evidence ↗
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 ↗