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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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.

The developments commanding sustained expert attention

One card per development. Sources are clustered; reaction bundles describe these posts, never the people behind them.

New AI business Development 16h 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.

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…”

New AI business Signal 15h ago

Higher Education Investments and the AI Bubble

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“Join TODAY at 3pm ET and tell your colleagues! our 5th installment of our AI toolkit series about how the AI bubble affects us in higher ed and what to do about it. We will be joined by leaders from TIAA Divest!, Majority Action, and Make the Road. Register…”

New AI business Resource 6h ago
⚡ 846 h early
Pluralistic Doctorow blog resource

Pluralistic: Daily links from Cory Doctorow – No trackers, no ads. Black type, white background. Privacy policy: we don't collect or retain any data at all ever period.

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“You can also get a fulltext RSS feed, licensed CC BY 4.0: pluralistic.net/feed/”

New AI business Analysis 6h ago
⚡ 28 h early
Doctorow America more dangerous than AI

AI isn't Dangerous. America Is. | Cory Doctorow interview

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“Recent appearances (cont'd): * AI, Corporate Power, and the Fight for Worker Control (Plutopia) plutopia.io/cory-doctoro... * How to Think About AI (Daniel Solove) www.youtube.com/watch?v=_0xR... * Could Tech Bosses Destroy Life As We Know It? (Politics JOE…”

New AI business Resource 10h ago
remex embedding compression tool released

GitHub - oaustegard/remex: Retrieval-validated embedding compression. 4-8x smaller vectors, proven recall. Based on TurboQuant (ICLR 2026).

1 directory member surfaced this signal.

1 expert 0 communities 1 sources clustered

“Each layer here may need some explaining: I started with the excellent multimodal EmbeddingGemma 2 and used that to embed the 16K images - as images, not the post or alt text Then used github.com/oaustegard/r... to shrink the vector index to 3.2MB, 192 byte…”

New AI business Signal 20h ago

Hugging Face CEO warns that Netflix's OpenAI hack documentary isn't accurate | TechCrunch

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“"It is true that there are big risks associated with AI and agents. Still, treating agents as conscious beings (at least, at this point) is a bit like the early moviegoers who ducked under their seats the first time they saw a train racing toward them on-sc…”

New AI business Analysis 7h ago
Doctorow kill-switched tractors essay

About those kill-switched Ukrainian tractors – Pluralistic: Daily links from Cory Doctorow

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“I think the first objection is legit. The software you run on your expensive tractor should be secure, both for your own benefit and for the security of our food supply. That's a pretty good reason to ditch John Deere's own software, which is *very* insecur…”

New AI business Signal 7h ago

Pluralistic: Who Broke the Internet, Part IV (26 May 2025) – Pluralistic: Daily links from Cory Doctorow

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Then, the US Trade Rep spent the next 25 years making sure that every US trading partner had an identical (or even worse!) "anticircumvention" law: pluralistic.net/2025/05/26/b...”

New AI business Resource 6h ago
Doctorow life after AI writers fest

46. Cory Doctorow on Life After AI | Vancouver Writers Fest

1 directory member surfaced this signal.

1 expert 1 community 2 sources clustered

“Upcoming appearances: * Vancouver: Life After AI (Vancouver Writers Festival), Oct 22 writersfest.bc.ca/festival-eve... * Ottawa: Life After AI (Ottawa Writers Festival), Oct 24 writersfestival.org/event/life-a... * Vienna: TED AI, Oct 28-30 tedai-vienna.te…”

New AI business Analysis 6h ago
Doctorow AI corporate power podcast

Cory Doctorow: AI, Corporate Power, and the Fight for Worker Control | Plutopia News Network

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Recent appearances (cont'd): * AI, Corporate Power, and the Fight for Worker Control (Plutopia) plutopia.io/cory-doctoro... * How to Think About AI (Daniel Solove) www.youtube.com/watch?v=_0xR... * Could Tech Bosses Destroy Life As We Know It? (Politics JOE…”

New AI business Resource 6h ago
Doctorow enshittification AI UBC talk

MET Speaker Series — Cory Doctorow: Enshittification, AI, and the Future of Technology

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Upcoming appearances (cont'd): * Virtual: Enshittification, AI, and the Future of Technology (UBC Master of Educational Technology), Nov 28 met.ubc.ca/2026/09/met-... * Oxford: Bennett Oxford Symposium on Open Code in Science, Dec 9 www.bennett.ox.ac.uk/eve…”

What experts are discussing without an anchoring article

3 experts · 12 posts · 1d ago
Multiple readings Policy & governance · 1 Markets & investment · 1 Questions & unknowns · 1
tweety fish: I wonder if it's a, like, "well, if that doesn't happen everything's fucked anyhow, it's all correlated" thing
tweety fish: right the latter has always been my assumption about where we're headed, especially with things like "oh yeah google released a competitive frontier model, nothing was stopping them, they just hadn…
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2 experts · 8 posts · 2d ago
Colin: I'd like to hear from doctors on what they think the clinical value of such a number is, or how this information can be reasonably incorporated into the care for cancer patients. I literally don't …
Colin: It doesn't tell you if you have cancer or not, it doesn't tell you how much time you have, it doesn't tell you how you will or won't respond to treatment.
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