Michael Kolain

German Research Institute for Public Administration

Papers

Total Citations

H-Index

About

Michael Kolain is a leading legal scholar at the intersection of data protection law and emerging technologies, with a primary focus on smart robotics and artificial intelligence. His work critically examines how European data protection frameworks, particularly the GDPR, apply to cutting-edge autonomous systems. Kolain’s major contribution is developing practical tools for legal compliance in high-tech environments, most notably his "Anonymity Assessment" framework—a universal methodology for measuring data set anonymity under the GDPR, specifically tailored to the challenges posed by smart robotics and AI systems. This work addresses a critical gap where traditional data protection approaches fail to account for the unique data processing realities of autonomous machines. His provocative 2022 paper, "K9 Police Robots - Strolling Drones, RoboDogs, or Lethal Weapons?" (5 citations), explores the legal and ethical implications of deploying robotic systems in law enforcement, questioning how existing legal categories apply to these novel technologies. Though his citation counts are modest, Kolain’s research is pioneering in its field, providing essential frameworks for policymakers and technologists navigating the complex regulatory landscape of AI and robotics in Europe.