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Building & implementation Markets & investment Research & technical analysis
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Reaction converging A global workspace in language models \ Anthropic Research & technical analysis · 5 attributable reactions
Showing signals surfaced by david-p-reichert.bsky.social ×
Debated

The questions experts are actively pulling apart

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

Developing AI field signal Analysis 2d ago
⚡ 6 h early
Claude Code capabilities assessment essay

If you haven’t recently used Claude Code*, you might not understand where AI is at

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered
Miguel Alonso Jr. Nicole Hennig david-p-reichert.bsky.social

“If you haven’t recently used Claude Code*, you might not understand where AI is at davidpreichert.substack.com/p/if-you-haven… #AI #agents”

“In particular, your imaginary friend or a character in a script cannot do any of these things: davidpreichert.substack.com/p/if-you-hav... davidpreichert.substack.com/p/ai-and-a-c... Does that necessarily mean AI agents can think, or reason, or are consciou…”

5 experts discussed this · 53 posts
david-p-reichert.bsky.social: Many don't see how much AI has changed recently. Coding agents aren't just chatbots. We can’t deal with the challenges of AI if we don’t understand it. Here's a post to provide some evidence (Claud…
david-p-reichert.bsky.social: This should be useful to technical people / researchers who haven’t recently used coding agents, but hopefully some insights for others interested in AI, too. Some key points below: ...
david-p-reichert.bsky.social: 1. There’s a huge gulf between a chatbot putting text into your brain and an agent using code to interface with its environment. 2. Code isn't “just text” or even maths. Code is a tool to observe a…
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Primary source davidpreichert.substack.com ↗
Established AI research Research 4d ago
⚡ 1726 h early
AI consciousness research paper

AI and Consciousness

4 experts are actively discussing the implications.

2 experts 0 communities 1 sources clustered
mmullins.coginiti.co david-p-reichert.bsky.social

“As usual, for further arguments for why none of this has an obvious answer as many would like to claim, I'd point to Schwitzgebel: arxiv.org/abs/2510.09858 Chalmers (e.g.): www.youtube.com/watch?v=bskf... Shevlin: www.polytropolis.com/p/contra-chi...”

4 experts discussed this · 78 posts
Alison Gopnik: Thanks, but actually my favorite line didn't make it to the piece. Does Odysseus feel guilty about the Trojan war? Lots of discourse on this question even though he doesn't exist! Is he conscious? …
Melanie Mitchell: Thanks, but actually my favorite line didn't make it to the piece. Does Odysseus feel guilty about the Trojan war? Lots of discourse on this question even though he doesn't exist! Is he conscious? …
René Walter: Just in time for the AI-narratology discourse, see thread 👇
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Primary source arxiv.org ↗
Established Models & releases Research 4d ago
⚡ 3 h early
global workspace theory language models paper

A global workspace in language models \ Anthropic

8 experts across 4 network communities independently surfaced this.

8 experts 4 communities 1 sources clustered
Ethan Mollick Grace René Walter Tim Duffy Amy Hoy Michiel Bontenbal Stephan Geering david-p-reichert.bsky.social
How the network is reacting 3 experts are independently emphasizing research & technical analysis.
Reaction converging

Research & technical analysis

3 experts

Evidence, methods and technical implications.

“LLMs similarly have nonphenomenal access to information, and can reflect and use memory. This is indeed similar in principle, while the cognitive architecture is vastly less complex (yet), and likely won't catch up anytime soon. Add to this Anthropics j-spa…”

Markets & investment

1 expert

Capital, companies and commercial impact.

“Anthropic has a new paper out, alleging a global workspace in LLMs. The term comes from Global Workspace Theory, a leading theory of consciousness. The method they use to investigate this is a refinement of logit lens, which they call J-lens. www.anthropic.…”

Building & implementation

1 expert

How teams are shipping and applying it.

“Some really interesting research from Anthropic that AI models have spontaneously developed a workspace that "appears to support the functions associated with conscious access" Demo of how this works: www.neuronpedia.org/qwen3.6-27b/... Research: www.anthro…”

2 experts discussed this · 4 posts
Tim Duffy: Anthropic has a new paper out, alleging a global workspace in LLMs. The term comes from Global Workspace Theory, a leading theory of consciousness. The method they use to investigate this is a refi…
Tim Duffy: More detail on the method from the paper:
Grace: Anthropic has a new paper out, alleging a global workspace in LLMs. The term comes from Global Workspace Theory, a leading theory of consciousness. The method they use to investigate this is a refi…
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Primary source anthropic.com ↗
New AI field signal Analysis 17h ago
AI code-shaped world essay

AI and a code-shaped world: some examples

2 experts are actively discussing the implications.

1 expert 0 communities 1 sources clustered
david-p-reichert.bsky.social

“Using the quote below as an excuse to re-share my recent essay: davidpreichert.substack.com/p/ai-and-a-c... This is another attempt at conveying intuitions about AI agents through concrete examples; from modelling historical houses and fixing crashes to bui…”

2 experts discussed this · 3 posts
david-p-reichert.bsky.social: A follow-up to my last substack about agents vs chatbots. This time I'm showing some more down-to-earth examples of agents in action, as opposed to machine learning. Anything from modelling histori…
david-p-reichert.bsky.social: The goal remains the same: convey to people who haven't been exposed to recent developments what is now becoming possible, so that we can take AI seriously and figure out what this all means for th…
Benjamin Riley: Interesting read. Re "what if more of the rest of the world shapes itself around coding?", given the mounting stories about AI agents exploiting cybersecurity vulnerabilities, I wonder (ok suspect)…
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Primary source davidpreichert.substack.com ↗
More conversations

What experts are discussing without an anchoring article

10 experts · 26 posts · 6d ago
Ethan Mollick Marc Lanctot Ramon Astudillo Scott McGrath Grace SE Gyges jake Paul Hünermund
Multiple readings Concern & critique · 1 Research & technical analysis · 1 Opportunity & adoption · 1
Ethan Mollick: I post here & LinkedIn & X. There is almost no real-world value in posting here, very rarely do people tell me that they read something by me on BlueSky & all of the big AI talk is on X… …but assum…
Ethan Mollick: BlueSky can be a really unpleasant and anxiety-producing place to post about AI, but now that I have been on so many block lists (I guess just because all AI people get blocked) it is better. The i…
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4 experts · 44 posts · 14d ago
SE Gyges rev. howard arson Singularity's Bounty e/cc david-p-reichert.bsky.social
Multiple readings Questions & unknowns · 2 Concern & critique · 1
SE Gyges: A point I frequently make when talking about jogbots is that their output only seems to make sense because we are making sense of it. And worse, we can only do that sense-making by projecting a min…
SE Gyges: While you might think that understanding someone's movement is simply a matter of unpacking the meaning (or message) they packed into their limbs, in fact what we do is much cooler and more involved:
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3 experts · 6 posts · 5d ago
austin Singularity's Bounty e/cc david-p-reichert.bsky.social
Multiple readings Opportunity & adoption · 1 Questions & unknowns · 1
austin: it may shock you to learn that people do not really appreciate a) the distinction or b) that there is no version of AI that precludes ‘the bad stuff’
david-p-reichert.bsky.social: Agree not everything should be called AI, but on your second point, fwiw AGI is the one with general in it and that's still around, I'm not aware of gen(erative) AI being a rebranding..
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