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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Showing developments with attributable Building & implementation reactions.

New Network reaction maps

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Showing signals surfaced by Ethan Mollick ×

The developments commanding sustained expert attention

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

Established Models & releases Research 8d ago
⚡ 3 h early
global workspace theory language models paper

A global workspace in language models \ Anthropic

10 experts across 5 network communities independently surfaced this.

Why this matches Building & implementation reaction 1 attributable expert contribution · Ethan Mollick
“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…” evidence ↗
10 experts 5 communities 1 sources clustered
How the network is reacting 4 experts are independently emphasizing research & technical analysis.
Reaction converging

Research & technical analysis

4 experts

Evidence, methods and technical implications.

“No one is presenting this as a certainty. They are presenting it as an empirical observation, partially through the capabilities of the models, and partially by examining what is going on in side of them e.g. www.anthropic.com/research/glo...”

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 · 25 posts
Ryan Moulton: Not non-physical, but non-functional. Despite the vast physical differences, we observe LLMs doing all the behaviors we typically believe require thinking.
Ryan Moulton: Not exactly turing-test, but in the same vein. If we see models solving the greatest intellectual challenges of humanity, using processes that look very much like internal monologue, either we have…
Ryan Moulton: And at the point that we exclude thinking as a prerequisite for solving all intellectual tasks, we've more or less eliminated its meaning entirely.
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Established Models & releases Resource 15d ago
⚡ 1678 h early
Wharton GenAI studio pedagogy resource

Pedagogy Within the Generative AI Studio

3 directory members surfaced this signal.

Why this matches Building & implementation reaction 1 attributable expert contribution · angela zhou
“i mean versions of this for undergrad or grad are also useful. Obviously this is an important part of developing "taste" but that's always been an implicit thing. Thinking of adopting genai studio ideas: gail.wharton.upenn.edu/gen-ai-studi...” evidence ↗
3 experts 1 community 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Concern & critique

1 expert

Risks, limits and unintended consequences.

“The Executive Director of my Lab, Laura Zarrow, a former art school dean, has been teaching students to work critically and effectively with AI using a studio structure derived from art education. She wrote up a guide to the methods she developed: gail.whar…”

Building & implementation

1 expert

How teams are shipping and applying it.

“i mean versions of this for undergrad or grad are also useful. Obviously this is an important part of developing "taste" but that's always been an implicit thing. Thinking of adopting genai studio ideas: gail.wharton.upenn.edu/gen-ai-studi...”

What experts are discussing without an anchoring article

2 experts · 4 posts · 17d ago
Matches Building & implementation
“This feels like one of those “small” engineering changes that could unlock 10x the market, easily” evidence ↗
Ethan Mollick: Big swing happening from this summer's trend to have AI running on virtual machines on your own computer (Claude and ChatGPT apps) to moving them back into you having a dedicated VM the cloud (Clau…
Ethan Mollick: Here is a good explanation from the Claude team about why they are making the switch.
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