11/08/2026
Yesterday, faculty and students from Pakistan, Albania, Greece and the United States came together to reflect on how we are building the Democracy Discourse Index (DDI).
Across our university consortium, trained student researchers analyse public discourse using 20 indicators of empathy, civility, trust and democratic agency. Every post is independently coded by three annotators, with disagreements resolved through faculty-supervised adjudication.
This human-validated data is also the foundation for ReHuman AI - the system we are training to monitor the health of democratic discourse at scale, across countries, issues and politically significant events. Our model foregrounds context and human judgement, then uses AI for scale and near-real-time monitoring.
The early findings are already revealing important patterns. Across six observatories that have published data, democratic agency is the weakest dimension in five. This suggests that one of democracyโs deeper vulnerabilities may be citizens losing confidence that their voices and participation can make a difference.
A huge thank you to our keynote speaker and Board Chair, Dr. Margee Ensign, Executive Director Dr. Jacob Jacob, our panellists: Prof. Juliana Cyfeku, Prof. Wajiha Raza Rizvi, Prof. Verse Shom, Prof. Panagiotis Paschalidis, Subulna Imran and Redina Skรซnderi; and our wonderful moderator Croshelle Harris.
Thank you, too, to everyone who joined us from around the world and contributed to such a thoughtful conversation. We are particularly grateful to our student interns in Pakistan, who stayed up late to join us, and whose brilliant work and commitment continue to make an important contribution to the DDI.
We are also grateful to Alt Liberal Arts for hosting, Sensika Technologies for supporting this work, and to our university partners: NED University of Engineering and Technology, Karachi, Tulane University, Aristotle University of Thessaloniki (AUTH), Universiteti "Fan S. Noli", Korรงรซ - UNIKO, New Bulgarian University, University St. Kliment Ohridski in Bitola, Iqra University (Official), alongside our growing consortium.