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Open seminar: Human in the Loop? Operator labour in Ukrainian drone warfare

En affisch för ett seminarium om ”human in the loop”.

The second open seminar organised by the AI-WAR network at the Swedish Defence University takes the debate over human control of autonomous weapons to the Ukrainian front line.

That debate usually centres on the singular decision to use lethal force. Drawing on twelve in-depth interviews with drone operators serving in active combat, Olga Matveieva and Vasil Navumau shift the frame to the work that keeps drone systems running.

Matveieva and Navumau find that frontline drone operation predominantly involves maintenance, repair and coordination carried out on a shifting mix of state-procured systems, commercial quadcopters and volunteer-supplied equipment that must be constantly adapted to withstand electronic warfare, physical damage and supply failure. The operators themselves become components of the system. When operators are exhausted, the system degrades; when they rotate and recover, reliability is restored. Control in drone warfare runs in both directions: the system shapes the operator as much as the operator shapes the system. What, then, does human control mean when the labour of operators is compelled, distributed, and dependent on conditions that military institutions do not systematically provide?

Olga Matveieva is a habilitated doctor in sociology, a research fellow at Paderborn University in Germany, and associate professor at Dnipro University of Technology in Ukraine. Her research covers the societal and democratic implications of digital transformation in Eastern Europe, with a recent focus on collaborative practices of defence in Ukraine.

Vasil Navumau is a research fellow at the University of Siegen, where he is part of the Collaborative Research Centre project “Digital Publics and Social Transformation in the Maghreb” (B04). His broader research examines civic activism and its transformation through digital technologies in Belarus and Ukraine, with a current focus on how civilian digital workers become operators of wartime infrastructure. He also leads RADAR_BY, a Belarusian civil society initiative promoting civic technology, e-democracy and digital capacity-building for civil society organisations.

Register to participate on site

Please register via the link no later than 8 November: https://survey.fhs.se/survey/3332

Live broadcast via Zoom

Follow the event online (you don't need to register to take part in the live broadcast). A link to the broadcast will be published here a few days before the event takes place.

More about AI-WAR

AI-WAR is a new research network funded by Wallenberg AI, Autonomous Systems and Software Program – Humanity and Society (WASP-HS). It is hosted at the Swedish Defence University, directed by Antoine Bousquet and Matthew Ford. It exists to connect and strengthen Swedish research on AI, autonomous systems and war, and to link it to the Nordic and European research community.

Previous seminars in the series

The research network started the seminar series with a conversation between Elke Schwarz (Queen Mary University of London) and Keith Dear (Cassi, King's College London) about how the use of algorithmic systems is changing decisions about the use of force.

More information about the event

Date: Nov 13, 2026
Time: 1:00 PM—3:00 PM
Location: Leijonsköldska and online
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