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The state of the art in graph analytics has advanced rapidly in recent years. Much of this advancement, to account for heterogeneous and dynamic networks, has been on graphs with rich node-level information such as those found on the Internet, social media, or in relational databases. Conversely, edge-rich graphs, wher...
RISE AI provides an evidence architecture for making bounded claims about Responsibility, Inclusivity, Safety, and Empowerment, and a rupture test that evaluates deployment against explicit human and non-AI baselines.
Abstract This paper advances a methodological framework for the study of policy polarization. We conceptualize polarization as the structure of relationships among political and epistemic actors, measurable through the similarity of their policy statements. To generate these relational data, large language models (LLMs...
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