Projects

Resurgent Authoritarian Influence (RAI)

In recent years, the authoritarian governments of Russia and China have increasingly used their economic, military, and social might to influence other countries. However, a lack of quantitative data limits the ability of policymakers to understand how this influence is being used. To track this influence, the Machine Learning for Peace (MLP) project created the Resurgent Authoritarian Influence (RAI) data set, which identifies media reporting on attempts by these powerful autocracies to exert influence abroad. In this report, we use the RAI data to understand the scale, impact, and implications of RAI.

The RAI data has provided valuable insights to improve our understanding of where, when, and how Russia and China exercise their influence abroad, with important implications for foreign policy. To make these data accessible to policymakers and civic actors, we launched the RAI Explorer (visualizing changes in RAI data), the RAI Data Dashboard (visualizing the 22 influence event types), and the RAI Forecast (visualizing predicted RAI
activity up to 7 months into the future), available on the Machine Learning for Peace project website here. In the future, we hope these tools will help decision makers better understand the security challenges posed by increased influence from powerful authoritarian governments and develop better policies for promoting democracy around the world.

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