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The Who's Who of AI

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Building & implementation Opportunity & adoption
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Reaction converging Verbalizable Representations Form a Global Workspace in Language Models Opportunity & adoption · 5 attributable reactions
Showing signals surfaced by Matthew Kirschenbaum ×
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.

Developing Models & releases Research 2d ago
⚡ 3 h early
global workspace theory language models paper

Verbalizable Representations Form a Global Workspace in Language Models

6 experts across 4 network communities independently surfaced this.

6 experts 4 communities 1 sources clustered
Mark Riedl Tim Kellogg Matthew Kirschenbaum Edouard Machery Nafnlaus 🇮🇸 🇺🇦 david-p-reichert.bsky.social
How the network is reacting 4 experts are independently emphasizing opportunity & adoption.
Reaction converging

Opportunity & adoption

4 experts

New capabilities, benefits and practical upside.

“here is the Anthropic blog: transformer-circuits.pub/2026/workspa... I don't really like the framing of whether LLMs are conscious or not. It's completely unnecessary. As is the hand-waiving about whether LLMs have something equivalent to the (functional) g…”

Building & implementation

1 expert

How teams are shipping and applying it.

“Anthropic uses the word “conscious” 206 times in their latest research Specifically, they’re showing that LLMs implement one of the leading explanations of consciousness in humans (see pic) transformer-circuits.pub/2026/workspa...”

7 experts discussed this · 203 posts
Anil Dash: this is not an accurate description of what's happening. not least because I can write code and get them to output something different there. I can understand why it *seems* that way, but this is j…
Anil Dash: Who are you explaining this to?
Anil Dash: Do you see why explaining "All output from AI has to be validated" in a reply to me here is... not a useful contribution?
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Primary source transformer-circuits.pub ↗
Established AI field signal Analysis 6d ago
⚡ 316 h early
Textpocalypse AI writing political economy

Textpocalypse Now: The Political Economy of Writing in the Age of AI

2 experts are actively discussing the implications.

2 experts 2 communities 1 sources clustered
Matthew Kirschenbaum Dave Parisi

“A point I will make next week is that I believe the salient fact of the Hugging Face incident is not any of the discourse about consciousness or agency, but that the internet and all adjacent infrastructure offer a common manipulable/executable substrate. v…”

2 experts discussed this · 3 posts
Matthew Kirschenbaum: A point I will make next week is that I believe the salient fact of the Hugging Face incident is not any of the discourse about consciousness or agency, but that the internet and all adjacent infra…
Dave Parisi: A point I will make next week is that I believe the salient fact of the Hugging Face incident is not any of the discourse about consciousness or agency, but that the internet and all adjacent infra…
Justin Joque: this looks great!
Open the full discussion →
Primary source visit.bodleian.ox.ac.uk ↗
Debates gaining attention

What experts are discussing without an anchoring article