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
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Showing developments with attributable Building & implementation 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 Frank Pasquale ×

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 Analysis 5d ago
⚡ 6 h early
essay how to talk AI

How to talk about

13 experts across 2 network communities independently surfaced this.

Why this matches Building & implementation reaction 1 attributable expert contribution · Charles Logan
“I’m working with a librarian to develop a module for undergraduates about conducting research, and I’m once again grateful for this resource from @emilymbender.bsky.social and @nannainie.bsky.social:” evidence ↗
13 experts 2 communities 1 sources clustered

“I’m working with a librarian to develop a module for undergraduates about conducting research, and I’m once again grateful for this resource from @emilymbender.bsky.social and @nannainie.bsky.social:”

“For reasons mysterious to me, Will Stancil is continuing his crash out about language used to describe LLMs, moving on from raning about "stochastic parrots" to picking up on this piece that @nannainie.bsky.social and I published earlier this summer: button…”

2 experts discussed this · 16 posts
Emily M. Bender: So many conversations where otherwise serious people throw around the term "AI" without defining it, despite it being notoriously ill-defined. Thinking about why this might be >>
Emily M. Bender: In some cases, no doubt, the speaker fully believes that autonomous thinking machines are among us. (Though I said "otherwise serious people" in the prev post, so.) >>
Emily M. Bender: In other cases, I suspect that people feel like they lack the expertise to call bullshit and are repeating what they hear others say. >>
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Established AI field signal Signal 4d ago

Gambling prediction markets statistics

4 experts across 3 network communities independently surfaced this.

Why this matches Building & implementation reaction 1 attributable expert contribution · Hagen Blix
“A bit late to the party, but great essay from @maxread.info I think the production of these subjectivities and the production of AI faux subjects really are two sides of the same coin (tho what exactly the coin is, we haven't quite figured out, likely not e…” evidence ↗
4 experts 3 communities 1 sources clustered
New Policy & governance Analysis 21h ago
image authentication AI decisions essay

Image Authentication Should be a Condition of AI Decisions

2 directory members surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Tech Policy Press
“As AI systems increasingly make or influence consequential decisions, Truepic’s Mounir Ibrahim argues the evidence informing those decisions must be “verifiably authentic.” He makes the case for image authentication as a condition of AI deployment.” evidence ↗
2 experts 1 community 1 sources clustered

“As AI systems increasingly make or influence consequential decisions, Truepic’s Mounir Ibrahim argues the evidence informing those decisions must be “verifiably authentic.” He makes the case for image authentication as a condition of AI deployment.”

Established AI field signal Analysis 10d ago
human minds not evolved for AI

Our minds did not evolve for AI

2 directory members surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Frank Pasquale
““Effortful thinking is hard, and if we’re offered technological off-ramps, we’ll take them.. As cognitive delegation spreads, ‘the social environment that supports autonomous reasoning can weaken’” buildcognitiveresonance.substack.com/p/our-minds-...” evidence ↗
2 experts 2 communities 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.

“For those who encountered a paywall last week, I've just republished my essay with The Verge on human evolution and the danger of AI as "cognitive hot dog" on my personal site. Same essay, slightly evolved headline, and includes animated graphics of two ver…”

Building & implementation

1 expert

How teams are shipping and applying it.

““Effortful thinking is hard, and if we’re offered technological off-ramps, we’ll take them.. As cognitive delegation spreads, ‘the social environment that supports autonomous reasoning can weaken’” buildcognitiveresonance.substack.com/p/our-minds-...”

Established AI field signal Analysis 6d ago
AI in healthcare Nature Medicine essay

Making AI work in healthcare - Nature Medicine

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Frank Pasquale
““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...” evidence ↗
1 expert 1 community 1 sources clustered

““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...”

Established AI field signal Analysis 6d ago

Making AI work in healthcare - Nature Medicine

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Frank Pasquale
““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...” evidence ↗
1 expert 1 community 1 sources clustered

““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...”

Established AI field signal Analysis 6d ago

Making AI work in healthcare - Nature Medicine

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Frank Pasquale
““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...” evidence ↗
1 expert 1 community 1 sources clustered

““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...”

Established AI field signal Analysis 6d ago

Making AI work in healthcare - Nature Medicine

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Frank Pasquale
““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...” evidence ↗
1 expert 1 community 1 sources clustered

““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...”

Established AI field signal Analysis 6d ago
Nature Medicine AI healthcare guidance

Making AI work in healthcare - Nature Medicine

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Frank Pasquale
““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...” evidence ↗
1 expert 1 community 1 sources clustered

““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...”

Established AI field signal Analysis 6d ago
AI healthcare integration Nature Medicine essay

Making AI work in healthcare - Nature Medicine

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Frank Pasquale
““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...” evidence ↗
1 expert 1 community 1 sources clustered

““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...”

Established AI field signal Analysis 6d ago
Nature Medicine AI healthcare essay

Making AI work in healthcare - Nature Medicine

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Frank Pasquale
““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...” evidence ↗
1 expert 1 community 1 sources clustered

““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...”

Established AI research Research 6d ago
Nature Medicine AI healthcare article

Making AI work in healthcare - Nature Medicine

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Frank Pasquale
““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...” evidence ↗
1 expert 1 community 1 sources clustered

““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...”

Established AI field signal Analysis 6d ago
AI healthcare Nature Medicine analysis

Making AI work in healthcare - Nature Medicine

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Frank Pasquale
““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...” evidence ↗
1 expert 1 community 1 sources clustered

““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...”

Established AI field signal Analysis 6d ago
AI in healthcare Nature Medicine essay

Making AI work in healthcare - Nature Medicine

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Frank Pasquale
““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...” evidence ↗
1 expert 1 community 1 sources clustered

““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...”

Established AI field signal Signal 6d ago

Making AI work in healthcare - Nature Medicine

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Frank Pasquale
““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...” evidence ↗
1 expert 1 community 1 sources clustered

““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...”

Established AI field signal Signal 6d ago

Making AI work in healthcare - Nature Medicine

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Frank Pasquale
““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...” evidence ↗
1 expert 1 community 1 sources clustered

““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...”

Established AI field signal Signal 6d ago

Making AI work in healthcare - Nature Medicine

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Frank Pasquale
““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...” evidence ↗
1 expert 1 community 1 sources clustered

““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...”

Established AI field signal Signal 6d ago

Making AI work in healthcare - Nature Medicine

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Frank Pasquale
““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...” evidence ↗
1 expert 1 community 1 sources clustered

““AI performance may deteriorate over time. Shah et al. found that model iterations and changes in electronic record documentation could lead to performance drift, after deployment of their ChatEHR AI system.” www.nature.com/articles/s41...”