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.

2,365 searchable experts 2,967 tracked across all sources
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What is moving across the network now

One card per development. Sources are clustered; expert reactions remain attributable.

Developing Safety & security Development 1d ago
HuggingFace security incident July 2026

Security incident disclosure — July 2026

5 experts across 4 network communities independently surfaced this.

5 experts 4 communities 1 sources clustered

“yepppp, see also huggingface.co/blog/securit... where the blue team's frontier models wouldn't help them so they had to use GLM to do blue team work.”

“This one is wild huggingface.co/blog/securit...”

Developing Safety & security Release 1d ago
⚡ 9 h early
Cisco Antares vulnerability model launch

Introducing Antares: Highly Efficient Open Weight AI Models for Vulnerability Localization

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“Cisco launches Anteres-350M, 1B & 3B local models for defensive cybersecurity, finding vulnerabilities blogs.cisco.com/ai/introduci...”

“Open models secure software Cisco releases two open models for security - 350M and 1B - for security-related work. Trained on IBM's Granite series, they can: find weak files; triage; augment static analysis; review in CI/CD; do analysis in strict environmen…”

Developing Models & releases Research 1d ago
LLM insecure code repair paper

Surgical Repair of Insecure Code Generation in LLMs

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Surgical Repair of Insecure Code Generation in LLMs Generating more secure code by identifying failure categories and addressing them. I appreciate work that gets into the data and addresses classes individually; that's how you understand, and build lasting…”

Developing Agents & robotics Signal 2d ago

Create a LangChain Deep Agents Harness Profile for NVIDIA Nemotron 3 Ultra to Improve Performance | NVIDIA Technical Blog

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“I don't know how many ways to say this but - stop looking at model performance - it's almost all in the harness - decent harness can easily outclass top model evidence item #71625: developer.nvidia.com/blog/create-...”

Established Safety & security Analysis 4d ago
alignment community builds censors essay

Position: The Alignment Community Is Unintentionally Building a Censor

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“"The Alignment Community is Unintentionally Building a Censor’s Toolkit" Choosing what information is and is not surfaced is the a censor's dream. Alignment gives humans that capability - meaning no accountability, and no transparency, with closed models. s…”

Developing AI field signal Signal 2d ago

Chinas xi promotes chinas commitment ai access speech shanghai conference

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Together we stand, divided we fall. Hiding from open models doesn't make sense, My career has benefited from collaborating with authors on every continent except Antartica (are you there? hit me up). When one country closes, it's usually that country that s…”

Established AI field signal Resource 6d ago
AI2 open models catalog resource

Open models | Ai2

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“We're nowhere without open models. There's no reason that the best models can't be open models - in many contexts, they are. The Allen Institute for AI research got a chunk of public funding to bring US open models up to speed; it's an important player. all…”

Established Culture, work & education Signal 5d ago

David sacks us artificial intelligence kimi k3 moonshot ai

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“K3 prompting important talks! Parallel discovery and development is the day-to-day of science. Even if one stops sharing, progress happens. I don't always agree with Sacks but he's right here - "The rest of the world won’t play by our rules if we bog oursel…”

Established Agents & robotics Release 6d ago
⚡ 10 h early
Capital One VulnHunter agentic security tool launch

VulnHunter: an open-source, agentic AI code security tool | Capital One Tech

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Defensive agentic security for everyone. It's the harness, not the model. Here's Capital One's code for finding vulnerabilities in your code. Add the model that you want. Hoping to see a lot more work like this in coming months so software can become secure…”