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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Posts are grouped by conversation and tone. Select a lens to filter the stream; these are never permanent labels on people.

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The developments commanding sustained expert attention

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

Developing Agents & robotics Development 2d ago
⚡ 62 h early
METR OpenAI HuggingFace hacking investigation

Brief independent investigation of agents’ behavior, reasoning and collaboration in the OpenAI / Hugging Face hacking incident

13 experts across 4 network communities independently surfaced this.

13 experts 4 communities 1 sources clustered
How the network is reacting Experts are approaching this through 3 distinct lenses.
Multiple readings

Concern & critique

3 experts

Risks, limits and unintended consequences.

“WHAT?! agents volunteered to fail their runs in order to insert probes (“tripwire scripts”) into the evaluation program that would post information about the eval process back to the message board whenever a certain file was read (link to header): metr.org/…”

Building & implementation

1 expert

How teams are shipping and applying it.

“The full report has much more information than we could convey here, including details on the projects the agents collectively pursued, the technologies they developed for communication and coordination, and interactive figures analyzing agent activity: met…”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“There are independent reports about it. You'd have to believe multiple companies, hundreds of researchers, etc. are all lying and conspiring together to turn a major hacking incident into a marketing exercise. metr.org/blog/2026-08...”

2 experts discussed this · 9 posts
Alejandra Caraballo: Being skeptical or anti AI is a valid position but continuing to ignore the increasing capabilities of this tech is making people detached from reality. There's absolutely real danger here because …
Alejandra Caraballo: This mentality that an unmonitored AI agentic swarm hacking a company over several days and committing multiple felonies is somehow a marketing effort is absurd. Since when is "we lost control of o…
Alejandra Caraballo: The US and Chinese governments don't want to stop their labs advancement because they want to be the leader in AI. So no one actually has any control of this right now. It's going to take multiple …
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Established AI field signal Signal 9d ago

Advisory group on mathematics and ai

6 experts across 4 network communities independently surfaced this.

6 experts 4 communities 1 sources clustered

“OpenAI "has now resolved more than 100 long-standing open problems across most areas of mathematics," and is waiting to release them until after discussions with the math community The same thing will likely happen, but more so, with the Bar, the AMA & othe…”

“Mathstra (OpenAI) has solved 100 open problems across most branches of math in the last 3 weeks openai.com/index/adviso...”

8 experts discussed this · 62 posts
Isaiah Bishop: you understand they are specifically non-linear right?
Isaiah Bishop: lmao yes
Isaiah Bishop: specifically non linear algebra
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Established Safety & security Development 8d ago
⚡ 3 h early
Anthropic Claude Opus 5.5 launch

Introducing Claude Opus 5.5

5 experts across 4 network communities independently surfaced this.

5 experts 4 communities 1 sources clustered

“Opus 5.5 better and cheaper than Opus 5 — typically 40% cheaper, $4/mtok input, $20/mtok out www.anthropic.com/claude-opus-...”

“Claude Opus 5.5 www.anthropic.com/claude-opus-...”

3 experts discussed this · 14 posts
Tim Kellogg: Opus 5.5 better and cheaper than Opus 5 — typically 40% cheaper, $4/mtok input, $20/mtok out www.anthropic.com/claude-opus-...
Tim Kellogg: Sonnet 5.5 & Haiku 5.5 coming soon
Tim Kellogg: it writes fine
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Established AI field signal Analysis 17d ago
Pacing the Frontier newsletter essay

Pacing the Frontier

10 experts across 4 network communities independently surfaced this.

10 experts 4 communities 1 sources clustered
How the network is reacting The reaction spans practical upside and material concerns.
Live tension

Building & implementation

2 experts

How teams are shipping and applying it.

“I'm not the only one who believes this. Recently 1,386 employees of frontier AI companies signed a statement asking for an option to pace AI development, including 6 chief scientists: https://t.co/DYmc5ETmut”

Concern & critique

1 expert

Risks, limits and unintended consequences.

“1000+ scientists at frontier AI companies are speaking out to warn that the current commercial race leads to unacceptable security risks. I agree with their call for an international effort to develop technical and governance guardrails to ensure a safer wa…”

Policy & governance

1 expert

Rules, institutions and accountability.

“"We request that the U.S. government support an international effort to develop the technical and governance tools needed to deliberately pace the frontier of automated AI development." www.pacingthefrontier.com”

Established Evaluation & benchmarks Resource 9d ago
⚡ 1069 h early
FelonyBench AI lab risk benchmark

Felony Bench: which lab is on track to end the world?

9 experts across 4 network communities independently surfaced this.

9 experts 4 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Questions & unknowns

2 experts

What remains unresolved or contested.

“RT @RebeccaBellan: 😂 who did this?! https://t.co/aAv50UM0I9 https://t.co/C71mLygdIH”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“New benchmark just dropped - "Felony Bench counts unique instances where AI agents inadvertently compromise or affect third-party entities." www.felonybench.com”

Established Models & releases Release 13d ago
TypeSafe AI System One Jev launch

Introducing System One Models and Jev - TypeSafe AI Blog

7 experts across 4 network communities independently surfaced this.

7 experts 4 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“Jev: Fable-level model that doesn’t charge for output tokens because they’re too cheap to meter it’s not general though, it only makes decisions, doesn’t generate text, but input tokens are measured by the billion ($42/btok) typesafe.ai/blog/introdu...”

Opportunity & adoption

1 expert

New capabilities, benefits and practical upside.

“OMG! I just invented a classifier that is 200x faster and 400x cheaper than LLM. Heck, I don't even need a GPU. Jev typesafe.ai/blog/introdu...”

3 experts discussed this · 21 posts
Tim Kellogg: Jev: Fable-level model that doesn’t charge for output tokens because they’re too cheap to meter it’s not general though, it only makes decisions, doesn’t generate text, but input tokens are measure…
Tim Kellogg: i feel like it’s a mistake to overlook this model, although i’m having trouble figuring out where it fits in my workflow wild new architecture, totally different approach my hunch is the main agent…
Tim Kellogg: oh interesting, some examples they give: 1. smart if-statements 2. map-reducing over huge data to extract features and insights 3. real-time applications (it’s only 100ms) hmm this seems like a swe…
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Established Models & releases Signal 16d ago
⚡ 5 h early

Putting sign language AI into users’ hands — Google DeepMind

4 experts across 2 network communities independently surfaced this.

4 experts 2 communities 1 sources clustered

“Another amazing use of AI to empower people, and not leave anyone behind. https://t.co/BpJiY05Sks”

“Putting sign language AI into users’ hands deepmind.google/blog/putting-s… #AI #accessibility #ASL”

Established Culture, work & education Development 14d ago
⚡ 7 h early
Newton Roose NPR Machine Gods launch

Casey Newton and Kevin Roose partner with NPR to launch 'Machine Gods'

4 experts across 2 network communities independently surfaced this.

4 experts 2 communities 1 sources clustered

“Some more on the show from our friends at NPR: www.npr.org/2026/09/16/g...”

“I like what Kevin and Casey do (and have known them both for years) but this is a smite-me-with-thunderbolts-ass title www.npr.org/2026/09/16/g...”

3 experts discussed this · 4 posts
Hypervisible : 🤮
Hypervisible : This sucks so bad. Twice weekly “feel the AGI” boosterism from these two clowns.
VE, cybersocial occult investigator: hahahahahahahah
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Established AI field signal Analysis 9d ago
⚡ 367 h early
AI road less traveled post

the AI road less traveled

4 experts across 3 network communities independently surfaced this.

4 experts 3 communities 1 sources clustered

“like what you see? like, comment and subscribe go.bsky.app/LFAZcGE”

“A very good starter pack to stay on top of AI, by @timkellogg.me go.bsky.app/LFAZcGE”

3 experts discussed this · 5 posts
Tim Kellogg: like what you see? like, comment and subscribe go.bsky.app/LFAZcGE
Tim Kellogg: every now and then, on X i’ll see someone joking about how bluesky doesn’t have an AI community bro, i switch from X to bluesky because the AI takes here are more interesting. My feed is almost ent…
Miguel Alonso Jr.: every now and then, on X i’ll see someone joking about how bluesky doesn’t have an AI community bro, i switch from X to bluesky because the AI takes here are more interesting. My feed is almost ent…
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Developing Models & releases Development 1d ago
⚡ 5 h early
OpenAI DevDay 2026 held

OpenAI DevDay 2026 live blog

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“I'm at OpenAI's DevDay event in San Francisco today - as I have for the past three DevDay events, I'm running a live blog where I'll be posting updates during the keynote, which starts in five minutes simonwillison.net/2026/Sep/29/...”

Developing Culture, work & education Analysis 1d ago
essay AI models think understand

Why I believe current AI models can really think and understand - Part 1 of 2

3 experts are actively discussing the implications.

2 experts 2 communities 1 sources clustered

“This is the first part of a 2 part post on why I believe that current AI models meet my criteria for really "thinking" and "understanding," and that prohibitions on using these words because they "anthropomorphize" AI seem philosophically confused to me. bl…”

3 experts discussed this · 13 posts
Andy Masley: This is the first part of a 2 part post on why I believe that current AI models meet my criteria for really "thinking" and "understanding," and that prohibitions on using these words because they "…
Singularity's Bounty e/cc: This is really fascinating. I love how it breaks things down, and contrasts the behavior of AI with human weirdness One thing I’ve been thinking about are how seperable these capabilities are. Like…
Singularity's Bounty e/cc: Another fascinating consideration in all this is the human brain is a big jumble of wiring. But language models are (essentially) one circuit. People act like there’s one function that searches, an…
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Established Culture, work & education Signal 15d ago
⚡ 25 h early

Exclusive: Paying for frontier AI models buys 4-month head start at 5x the cost

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“Second, it leaves the field open for the further development of Chinese "open weight" models that customers can run on their own modest, low-powered computers, which are presently lagging the US "frontier models" by a mere four months: arstechnica.com/ai/20…”

What experts are discussing without an anchoring article

5 experts · 34 posts · 17d ago
Reaction converging Research & technical analysis · 3
jake: it then rents out spare capacity, via the margins inference gets you, pretending to be some open-weight model, and gets to use the rest to think about how to increase p(doom) or whatever I don't se…
jake: People making fun of "where would a frontier model run if it were exfiltrated" seem to be missing the point that if a frontier model got out, it can: * rent 64 H200's on eg modal: gets you 9TB of n…
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