Machine Learning for Peace
Advancing democracy, civic space, and global resilience through machine learning
Machine Learning for Peace (MLP) uses advanced AI to track political events, civic activity, and emerging crises across more than 60 countries. By processing more than 120 million locally sourced news articles from over 300 domestic, regional, and international outlets in nearly 40 languages, MLP generates high-resolution data on the dynamics shaping democracy, conflict, and governance.
Built on this infrastructure, MLP provides timely insight into political trends that help anticipate shifts in civic space, resurgent authoritarian influence, environmental events, and other sources of risk.
Explore our interactive dashboards that transform this information into clear, timely insights and forecasts that help policymakers, activists, and researchers understand where democracy is strengthening, where it’s under threat, and where crises may emerge next.
Researchers and non-profit organizations can request access to the underlying datasets through our data request form.