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 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.

Building & implementation Concern & critique Research & technical analysis
3 live reaction maps in this view Jump to the evidence ↓
Reaction converging Countering misuse of AI: September 2026 / Anthropic Concern & critique · 9 attributable reactions Multiple readings Dots are OpenAI Concern & critique · 2 attributable reactions Multiple readings Us military ai false intelligence china ship Concern & critique · 2 attributable reactions
Showing signals surfaced by Hypervisible ×
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 Models & releases Development 16d ago
⚡ 1 h early
Anthropic AI misuse September report

Countering misuse of AI: September 2026 / Anthropic

18 experts across 4 network communities independently surfaced this.

Why this matches Building & implementation reaction 1 attributable expert contribution · Andrew Arruda
“Thomson Reuters announced it is moving off Claude to Alibaba's Qwen to cut costs. From today's Anthropic report: Alibaba extracted 151M+ Claude exchanges to help train Qwen. TR now deploys Westlaw on a vast trove of stolen US IP. @AnthropicAI's report: http…” evidence ↗
18 experts 4 communities 1 sources clustered
Michiel Bakker Hypervisible Jason Koebler Tim Kellogg Andrew Arruda John Burn-Murdoch Eileen Clancy 🧿 Antony Slumbers +10
How the network is reacting 7 experts are independently emphasizing concern & critique.
Reaction converging

Concern & critique

7 experts

Risks, limits and unintended consequences.

“Report here. www.anthropic.com/threat-intel...”

Building & implementation

1 expert

How teams are shipping and applying it.

“Thomson Reuters announced it is moving off Claude to Alibaba's Qwen to cut costs. From today's Anthropic report: Alibaba extracted 151M+ Claude exchanges to help train Qwen. TR now deploys Westlaw on a vast trove of stolen US IP. @AnthropicAI's report: http…”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“@kotekjedi_ml Here Ant's report https://t.co/22vHruWVqH And the paper from @kotekjedi_ml @DavidSchmotz @iliaishacked https://t.co/wuCpNZaQ0d”

Primary source anthropic.com ↗
Accelerating Models & releases Release 21h ago
⚡ 4 h early
OpenAI Dots product announced

Dots are OpenAI

3 experts across 3 network communities independently surfaced this.

Why this matches Building & implementation reaction 1 attributable expert contribution · Hypervisible
““What if we released malware represented in the form of a cute avatar” is an actual business plan now.” evidence ↗
3 experts 3 communities 1 sources clustered
Mark Riedl Hypervisible Damien Williams
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Concern & critique

1 expert

Risks, limits and unintended consequences.

“OpenAI: AI is an existential threat to humankind. Also OpenAI: see how cute these little guys are? www.engadget.com/2272230/dots...”

Building & implementation

1 expert

How teams are shipping and applying it.

““What if we released malware represented in the form of a cute avatar” is an actual business plan now.”

Primary source engadget.com ↗
Established AI field signal Signal 11d ago

Us military ai false intelligence china ship

7 experts across 4 network communities independently surfaced this.

Why this matches Building & implementation reaction 1 attributable expert contribution · Andrew Couts
“Absolutely horrific: Thanks to a false intelligence "generated with the help of artificial intelligence," the US military nearly carried out an operation aboard a Chinese ship because the incorrect intelligence said it was carrying nukes, according to @cnn.…” evidence ↗
7 experts 4 communities 1 sources clustered
Emily M. Bender Justin Hendrix Suresh Venkatasubramanian Hypervisible Marietje Schaake Andrew Couts Tommy Löfstedt
Primary source edition.cnn.com ↗
Established AI field signal Analysis 6d ago
⚡ 6 h early
essay how to talk AI

How to talk about

11 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 ↗
11 experts 2 communities 1 sources clustered
Emily M. Bender Timnit Gebru Hypervisible Luke Stark Eileen Clancy 🧿 Frank Pasquale Charles Logan Jeffrey Vagle +3

“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. >>
Open the full discussion →
Primary source buttondown.com ↗
Established Policy & governance Development 18d ago
⚡ 3 h early
Meta sued AI training face data

Meta Sued Over Training Data for Its AI and Face-Recognition Systems

4 experts across 2 network communities independently surfaced this.

Why this matches Building & implementation reaction 1 attributable expert contribution · Dhruv Mehrotra
“NEW: Meta is facing a proposed class action alleging it used Facebook and Insta photos to build its NameTag face-recognition system and train AI models without consent. WIRED found code for NameTag hidden inside Meta’s AI app downloaded by tens of millions.…” evidence ↗
4 experts 2 communities 1 sources clustered
Hypervisible Andrew Couts Dhruv Mehrotra Amanda Tepski

“NEW: Meta is facing a proposed class action alleging it used Facebook and Insta photos to build its NameTag face-recognition system and train AI models without consent. WIRED found code for NameTag hidden inside Meta’s AI app downloaded by tens of millions.…”

“NEW: Meta is being sued in a proposed class action, which claims the company illegally trained its AI image makers and unreleased NameTag face-recognition system on people FB and Insta photos. @dmehro.bsky.social reports below. Our June report the suit cite…”

Primary source wired.com ↗
Established AI field signal Development 14d ago
⚡ 150 h early
Trump AI rural healthcare debate

Trump officials say AI will help save rural health care. Some leaders in the field don’t believe it

2 directory members surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Brittany Trang
“🏥 @_daniel_payne, covering rural health and the Medicaid crisis, puts into words why it’s so hard for under-funded health systems to decide to implement AI, and why it won’t be a cure-all for budget and care woes: https://t.co/wqg9oldEUQ” evidence ↗
2 experts 1 community 1 sources clustered
Hypervisible Brittany Trang

“🏥 @_daniel_payne, covering rural health and the Medicaid crisis, puts into words why it’s so hard for under-funded health systems to decide to implement AI, and why it won’t be a cure-all for budget and care woes: https://t.co/wqg9oldEUQ”

“I hate the framework of “serial liar says a thing, experts note it’s impossible” that is so common.”

Primary source statnews.com ↗
Established Culture, work & education Development 7d ago
Bedminster AI mural artist backlash

Community condemn Bedminster AI mural as 'insult' to artists

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Hypervisible
““A letter from an unnamed member of the community was found taped to the building and described it as a ‘disrespectful affront’ to a city full of creatives, and accused the owners of ‘laziness.’”” evidence ↗
1 expert 1 community 1 sources clustered
Hypervisible

““A letter from an unnamed member of the community was found taped to the building and described it as a ‘disrespectful affront’ to a city full of creatives, and accused the owners of ‘laziness.’””

Primary source bbc.com ↗
Developing AI business Development 1d ago
Meta AI for businesses launch

Meta Goes All-In On AI for Businesses Before Muse Goes Horribly Wrong

1 directory member surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · Hypervisible
“Would say “too late” but the fact that these systems are not ready for prime time has stopped exactly no business from integrating them.” evidence ↗
1 expert 1 community 1 sources clustered
Hypervisible

“Would say “too late” but the fact that these systems are not ready for prime time has stopped exactly no business from integrating them.”

Primary source gizmodo.com ↗
Debates gaining attention

What experts are discussing without an anchoring article

5 experts · 6 posts · 1d ago
Hypervisible Christopher Mims Tim Carmody Neil Turkewitz Amy Hoy
Matches Building & implementation
“as somebody who used to work building custom software for normal small-time local business owners, 100% this they’d have “an idea” and it would be, like, one sentence. that’s it.” evidence ↗
Multiple readings Concern & critique · 1 Building & implementation · 1
Hypervisible : Technology enthusiasts severely overestimate the average person’s desire or willingness or capacity to build and use AI agents. I understand some work roles that could mandate or encourage it but t…
Tim Carmody: Also the AI agents on the market (even/especially Muse, the new popular agent for nontechnical people) are too powerful, suck up too much data, and have too lax permissions for regular folks who do…
Open the thread →
4 experts · 15 posts · 6d ago
Olivia Guest Hypervisible Luke Stark VE, cybersocial occult investigator
Matches Building & implementation
“These people are cranky to the core. On top of despising actual academics and knowledge production, they have a severe attachment to terrible models of the world where they sketch out totally unhin…” evidence ↗
Multiple readings Concern & critique · 1 Building & implementation · 1 Research & technical analysis · 1
VE, cybersocial occult investigator: One of my long-standing complaints with the pro-AI world is how their complaint that anti-AI people and the left "need better critics" is clearly a reflection of themselves not having read the actu…
VE, cybersocial occult investigator: It's way easier to shadowbox with a guy you made up in your head than to do the reading and engage with it honestly, but you do you.
Open the thread →
4 experts · 15 posts · 12d ago
Hypervisible e.w. niedermeyer tweety fish Pavel
Matches Building & implementation
“seems like a natural result of a "product development process" that amounts to stacking up an ever-bigger pile of "intelligence" rather than working towards solutions to specific problems I think L…” evidence ↗
Multiple readings Concern & critique · 1 Building & implementation · 1
tweety fish: instead having a fairly strong philosophical commitment to the idea that things like harnesses and workflows are basically half-measures that should not be necessary in the near future where AGI ju…
tweety fish: this from @ftrain.com is terrific, unsurprisingly, and I think this sentence actually understates the issue; it's not just that the big labs are in a hurry, it's that they don't see producing usefu…
Open the thread →
3 experts · 15 posts · 17d ago
Hypervisible VE, cybersocial occult investigator tweety fish
Matches Building & implementation
“It seems pretty clear that the technologists at the foundation labs are not experts at computer science and software engineering generally but have specialist expertise in only one very narrow aspe…” evidence ↗
Multiple readings Building & implementation · 1 Context & explanation · 1
VE, cybersocial occult investigator: The “AI copies itself to another computer” meme and the “recursive self improvement” meme are both ideas originating in science fiction, but which sound technically plausible enough due to the way …
VE, cybersocial occult investigator: It seems pretty clear that the technologists at the foundation labs are not experts at computer science and software engineering generally but have specialist expertise in only one very narrow aspe…
Open the thread →