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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 Research & technical analysis reactions.

New Network reaction maps

See how experts are reacting—not just what they shared.

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Research & technical analysis Building & implementation Concern & critique Questions & unknowns
4 live reaction maps in this view Jump to the evidence ↓
Multiple readings OpenAI’s latest math breakthroughs commit research misconduct, experts say Research & technical analysis · 2 attributable reactions Reaction converging Research acceleration view inside openai Research & technical analysis · 4 attributable reactions Reaction converging Brief independent investigation of agents’ behavior, reasoning and collaboration in the OpenAI / Hugging Face hacking incident Concern & critique · 5 attributable reactions +1 more reaction maps further down
Showing signals surfaced by René Walter ×
New & accelerating

What is moving across the network now

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

New Models & releases Signal 8h ago
⚡ 6 h early

How LLMs Distort Our Written Language #AIStories

2 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Jill Walker Rettberg
“The video of Marwa Abdulhai and Isadora White's talk about this paper is now online here - they present a pretty complex computer science paper so clearly, I highly recommend watching it if you're interested in using LLMs to edit or draft writing might do: …” evidence ↗
2 experts 2 communities 1 sources clustered
Jill Walker Rettberg René Walter

“The video of Marwa Abdulhai and Isadora White's talk about this paper is now online here - they present a pretty complex computer science paper so clearly, I highly recommend watching it if you're interested in using LLMs to edit or draft writing might do: …”

Primary source youtube.com ↗
New Models & releases Development 21h ago
OpenAI math research misconduct allegations

OpenAI’s latest math breakthroughs commit research misconduct, experts say

8 experts across 5 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · René Walter
“OpenAI's latest math breakthroughs commit research misconduct, experts say archived: archive.ph/JCl4g” evidence ↗
8 experts 5 communities 1 sources clustered
Emily M. Bender Timnit Gebru joao Olivia Guest BostonJoan 🏳️‍🌈 🦫 Eileen Clancy 🧿 Tommy Löfstedt René Walter
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.

“OpenAI's latest math breakthroughs commit research misconduct, experts say archived: archive.ph/JCl4g”

Questions & unknowns

1 expert

What remains unresolved or contested.

“OpenAI claimed their products have solved several complex math problems, so what’s the issue? OpenAI just took credit for work done by humans without proper citations. When people in my field do that, they get tenure. Hahaha Red more: www.scientificamerican…”

6 experts discussed this · 48 posts
Timnit Gebru: These men who say factually and technically wrong things with such confidence are so fascinating to me. HE doesn't know what a language model is and thinks that OUR formulation is wrong. Because HE…
Timnit Gebru: Emily Bender is a more patient person than me and has written a Frequently Unasked Questions about this. I have seen a whole bunch of people saying this like its some gotcha talking point they've a…
Timnit Gebru: We even DEFINED what language models are in our paper and gave their history.
Open the full discussion →
Primary source scientificamerican.com ↗
Developing Models & releases Signal 2d ago
⚡ 56 h early

Research acceleration view inside openai

7 experts across 4 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 3 attributable expert contributions · Tim Kellogg, Boris Power, René Walter
“OpenAI has an automated AI “research intern” openai.com/index/resear...” evidence ↗
7 experts 4 communities 1 sources clustered
Ramon Astudillo Tim Kellogg Sung Kim Dare Obasanjo Boris Power Andrew Curran René Walter
Primary source openai.com ↗
Established Agents & robotics Development 4d 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

10 experts across 4 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Alejandra Caraballo
“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...” evidence ↗
10 experts 4 communities 1 sources clustered
Tim Kellogg Ryan Moulton Sung Kim Grace Mél Hogan / The Data Fix Alejandra Caraballo Liz Fong-Jones (方禮真) Fran Litterio +2
How the network is reacting 3 experts are independently emphasizing concern & critique.
Reaction converging

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: 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: 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: There needs to be a global moratorium on frontier research for at least a few months if not a year while safeguards and safety research catches up. The problem is that no one has that ability. The …
Open the full discussion →
Primary source metr.org ↗
Established Models & releases Research 4d ago
⚡ 2 h early
Anthropic Claude formalizes Fermat theorem

Formalizing Fermat's Last Theorem

5 experts across 4 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Ethan Mollick, Tim Kellogg
“Hey, Claude formalized Fermat's Last Theorem www.anthropic.com/research/for...” evidence ↗
5 experts 4 communities 1 sources clustered
Ethan Mollick Tim Kellogg SE Gyges Fran Litterio René Walter
How the network is reacting 2 experts are emphasizing research & technical analysis.
Shared emphasis

Research & technical analysis

2 experts

Evidence, methods and technical implications.

“Hey, Claude formalized Fermat's Last Theorem www.anthropic.com/research/for...”

Primary source anthropic.com ↗
Developing AI field signal Signal 1d ago

AI may not make us stupid, but relying on it could weaken the skills built through practice

3 experts are actively discussing the implications.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · René Walter
“Latest i'm aware of found that cognitive offloading depends on usage style, basically if you use it as guidance for learning or as a text generator for results, which seems very obvious to me. No study on the general outcome afaik.” evidence ↗
1 expert 1 community 1 sources clustered
René Walter

“Latest i'm aware of found that cognitive offloading depends on usage style, basically if you use it as guidance for learning or as a text generator for results, which seems very obvious to me. No study on the general outcome afaik.”

3 experts discussed this · 15 posts
Shannon Vallor: bangs head slowly against wall
Justin Hendrix: Looking forward to your thoughts on the study
Shannon Vallor: It is not as informative as a longitudinal study like the recent one on Chinese undergrads that tracked performance of the same students over time, since this study can't say whether the students w…
Open the full discussion →
Primary source phys.org ↗
Developing Models & releases Research 1d ago
LLM consciousness disproof paper

A Disproof of Large Language Model Consciousness: The Necessity of Continual Learning for Consciousness

1 directory member surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · René Walter
“Oh, had no idea @erikhoel.blogsky.venki.dev wrote a disproof of AI consciousness using continual learning arxiv.org/abs/2512.12802 I'd argue that subjective experience requires more than that, but temporal coupling and self-modification is a start.” evidence ↗
1 expert 1 community 1 sources clustered
René Walter

“Oh, had no idea @erikhoel.blogsky.venki.dev wrote a disproof of AI consciousness using continual learning arxiv.org/abs/2512.12802 I'd argue that subjective experience requires more than that, but temporal coupling and self-modification is a start.”

Primary source arxiv.org ↗
Debates gaining attention

What experts are discussing without an anchoring article

14 experts · 130 posts · 14h ago
Marc Lanctot Olivia Guest Sarah T Roberts, PhD Pwnallthethings Mike Caulfield Colin Adam Wiemerslage rev. howard arson
Matches Research & technical analysis
“they self-evidently can solve certain puzzles that it hasn't seen before at a better success rate than brute-force, and picking trials and paths based on a series of logical inferences that, while …” evidence ↗
Multiple readings Questions & unknowns · 4 Opportunity & adoption · 2 Concern & critique · 1
Sarah T Roberts, PhD: Try teaching college students. You won’t be quite so dismissive then.
Pwnallthethings: I think the "LLMs can't reason" stuff is mostly sophism these days. They plainly do not "reason" in the way humans do, and are certainly not always correct or good at it, but they are also doing th…
Open the thread →
3 experts · 17 posts · 19h ago
Colin René Walter Singularity's Bounty e/cc
Matches Research & technical analysis
“Now, sometimes what we mean by “thinking” is probably better called “computing”: broadly, carrying out sequences of logical inferences, connecting concepts together, structuring arguments, deducing…” evidence ↗
Multiple readings Research & technical analysis · 1 Context & explanation · 1
René Walter: That's the crux of all these debates, innit. How can we talk about quasi-cognite things when our words for cognite things are themselves only quasi-symbols with fuzzy meaning. A stone is a stone, a…
Colin: One take on thinking which I think is perfectly fine is just: thinking is the thing your brain does when you’re alive, or perhaps only when you’re awake. Clearly LLMs don’t do this: they don’t have…
Open the thread →