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.

2,364 searchable experts 2,966 tracked across all sources
Filter the conversation Who is saying what?

Combine a professional role with a reaction lens. Both must match the same attributed contribution.

Clear all
Active evidence filter

Showing developments with attributable Research & technical analysis reactions.

New Network reaction maps

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

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

Showing signals surfaced by Amy Hoy ×

The questions experts are actively pulling apart

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

Established Agents & robotics Development 11d ago
⚡ 19 h early
Rural NY school humanoid robot teacher

Rural NY School To Launch Humanoid Robot Teacher

12 experts across 4 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Julie Carpenter, PhD
“As a robotics researcher, learning scientist, and author who has followed Realbotix for years, I'm compelled to do a Bluesky thread on this whole pivot that Realbotix is now trying, turning from humanoid sex robots to classroom "education" robots. Buckle up…” evidence ↗
12 experts 4 communities 1 sources clustered
How the network is reacting Experts are approaching this through 3 distinct lenses.
Multiple readings

Building & implementation

2 experts

How teams are shipping and applying it.

“A rural New York school district has teamed up with a crypto/sex doll company to deploy a "lifelike" robot and avatar teaching assistant in the classroom this fall.”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“As a robotics researcher, learning scientist, and author who has followed Realbotix for years, I'm compelled to do a Bluesky thread on this whole pivot that Realbotix is now trying, turning from humanoid sex robots to classroom "education" robots. Buckle up…”

Opportunity & adoption

1 expert

New capabilities, benefits and practical upside.

“Seriously, this article contains such amazing ridiculousness. What fresh hell is this: "They'll be able to say, 'Hey, I'm student number 1234,' and then the robot will be like, 'Hey, we were talking about this yesterday, do you want to continue that convers…”

4 experts discussed this · 25 posts
Julie Carpenter, PhD: As a robotics researcher, learning scientist, and author who has followed Realbotix for years, I'm compelled to do a Bluesky thread on this whole pivot that Realbotix is now trying, turning from hu…
Julie Carpenter, PhD: This fall, Salamanca City Central School District in rural Western New York is putting a humanoid robot named "Sally" in the classroom. Not a metaphor. A silicone-skinned, seated robot plus an AI a…
Julie Carpenter, PhD: Start with who's being sold this. Salamanca sits entirely within the Seneca Nation reservation. 32% of students are American Indian or Alaska Native. 79% are economically disadvantaged. This is exa…
Open the full discussion →
Established Models & releases Research 9d ago
⚡ 3 h early
global workspace theory language models paper

A global workspace in language models \ Anthropic

6 experts across 3 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Stephan Geering
“On the second point see here: www.anthropic.com/research/glo...” evidence ↗
6 experts 3 communities 1 sources clustered
How the network is reacting Experts are approaching this through 3 distinct lenses.
Multiple readings

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…”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“On the second point see here: www.anthropic.com/research/glo...”

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…
Open the full discussion →

What experts are discussing without an anchoring article

2 experts · 55 posts · 4d ago
Matches Research & technical analysis
“Beddoes pushes back on the claim that nobody died in Africa as a result of DOGE, but didn't have her homework in front of her... she should have had a lot more research ready to go on this issue, s…” evidence ↗
e.w. niedermeyer: about to engage in self-harm (watch the entire Elon Musk Economist interview)
e.w. niedermeyer: you can tell Musk is a terrible prognosticator about technology and the future because he says utterly meaningless things like "AI will exceed all human intelligence" what does that mean? what is "…
Open the thread →