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
Build my stream Create my edition
Filter the conversation Who is saying what?

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

Clear all
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.

0 live reaction maps in this view

No development in this filter has enough independent reactions yet. The maps appear as soon as the evidence supports them.

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.

New Models & releases Research 9h ago
⚡ 55 h early
multimodal LLM industrial measurement paper

InSituMeasure: Probing Situated Measurement Grounding in Industrial Scenes with Multimodal Large Language Models

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered
AI Firehose Artificial Intelligence Papers

“A study shows Multimodal Large Language Models struggle with gauge reading, achieving just 25.7% accuracy in task performance. The InSituMeasure benchmark highlights issues from noise and viewpoint changes, indicating a need for better training in complex c…”

“InSituMeasure: Probing Situated Measurement Grounding in Industrial Scenes with Multimodal Large Language Models Chao Shen, Xinyuan Li, Yunfan Zhou, Jianguo Yao, Haibing Guan, Zhihai Wang, Xijun Li https://t.co/e8QsqSVeHF [𝚌𝚜.𝙰𝙸] https://t.co/oifnzphd2j”

Primary source arxiv.org ↗
New Models & releases Research 22h ago
neonatal respiratory diagnosis LLM paper

NeoRed: A Knowledge-Logic-Alignment Multimodal Large Language Model for Neonatal Respiratory Disease Diagnosis

1 directory member surfaced this signal.

1 expert 0 communities 1 sources clustered
Artificial Intelligence Papers

“NeoRed: A Knowledge-Logic-Alignment Multimodal Large Language Model for Neonatal Respiratory Disease Diagnosis Yinan Liu, Hongtai Xia, Haoran Xu, Jiankang Hong, Jingkuan Song, Ye Luo https://t.co/cgyIhFASBo [𝚌𝚜.𝙰𝙸] https://t.co/81JAJg0EJZ”

Primary source arxiv.org ↗
Developing Agents & robotics Research 1d ago
GUI agent conflict-aware termination paper

Do GUI Agents Know When Not to Act? Enabling Conflict-Aware Termination for Multimodal GUI Agents

1 directory member surfaced this signal.

1 expert 0 communities 1 sources clustered
Artificial Intelligence Papers

“Do GUI Agents Know When Not to Act? Enabling Conflict-Aware Termination for Multimodal GUI Agents Zhaoyuan Huang, Tianjie Ju, Pengzhou Cheng, Zheng Wu, Yansi Li, Chuanbiao Song, Jun Lan, Huijia Zhu, Weiqiang Wang, Zhuosheng Zhang https://t.co/hftDxaZMx6 [𝚌𝚜…”

Primary source arxiv.org ↗
Debates gaining attention

What experts are discussing without an anchoring article

3 experts · 15 posts · 3h ago
Liz Fong-Jones (方禮真) Doll pngwn.at
pngwn.at: I guess anti-ai has quickly become an identity as much as a stance, and one with certain associations. So I guess if you subscribe to that, the inverse is kinda true too. That ‘pro ai’ is an identi…
Doll: i am still genuinely trying to figure out why being trans <> being pro ai is somehow some absurd thing that makes you a traitor to trans people. over the past few days i have seen this come up mult…
Open the thread →