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
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 Opportunity & adoption 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.

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.

Developing AI business Development 2d ago
⚡ 7 h early
companies pull back from AI rush

Companies rushed in on AI. Now some are pulling back

12 experts across 3 network communities independently surfaced this.

Why this matches Opportunity & adoption reaction 1 attributable expert contribution · Daniel Solove
“There's no surprise companies that rushed to adopt AI in the workplace are having buyers remorse. Corporate leaders should have appreciated how desperate AI companies are for growth, so of course their claims about the wonders of their AI are exaggerated. w…” evidence ↗
12 experts 3 communities 1 sources clustered
How the network is reacting Experts are approaching this through 3 distinct lenses.
Multiple readings

Questions & unknowns

2 experts

What remains unresolved or contested.

“I am sorry, which company is this? www.theguardian.com/technology/2...”

Concern & critique

1 expert

Risks, limits and unintended consequences.

“Microsoft found that “adding agents to a broken process still leaves a broken process” and “speeding up one step just creates a longer queue at the next” www.theguardian.com/technology/2...”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“You could 've asked any experienced information system/tech researchers, & we could have told you what would happen. ”Companies rushed in on AI. Now some are pulling back. Rapid AI adoption left workers cleaning up a flood of errors and low-quality work." w…”

Established AI field signal Development 4d ago
AHM mathematicians issue AI statement

Statements — AHM

11 experts across 5 network communities independently surfaced this.

Why this matches Opportunity & adoption reaction 1 attributable expert contribution · Jack Stilgoe
“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” evidence ↗
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...
Open the full discussion →
Established AI field signal Signal 5d ago

Faster fourier transforms

3 experts across 3 network communities independently surfaced this.

Why this matches Opportunity & adoption reaction 1 attributable expert contribution · Ben Recht
“OpenAI’s faster Fourier transform is less a mathematical breakthrough and more a malicious exploit of mathematical traditions.” evidence ↗
3 experts 3 communities 1 sources clustered

“OpenAI’s faster Fourier transform is less a mathematical breakthrough and more a malicious exploit of mathematical traditions.”

4 experts discussed this · 6 posts
Ben Recht: OpenAI’s faster Fourier transform is less a mathematical breakthrough and more a malicious exploit of mathematical traditions.
Suresh Venkatasubramanian: Good analysis, but man why you gotta hate on O() notation. It's such a beautiful tool
Ben Recht: Agree to disagree! Compute your constants, my friend!
Open the full discussion →