Madeleine Clare Elish

Data & Society Research Institute, Internet Society

Papers

Total Citations

275

H-Index

About

Madeleine Clare Elish is a leading scholar at the intersection of artificial intelligence, ethics, and sociotechnical systems. Her most influential work introduces the concept of **"moral crumple zones"** —a powerful metaphor for how human operators often absorb blame when complex AI systems fail, even when they had limited control. This foundational idea, developed through analyses of high-profile accidents involving autonomous vehicles and other automated systems, has reshaped how researchers and policymakers think about accountability in human-robot interaction. Her 2019 paper on the topic has garnered over **230 citations**, becoming a cornerstone reference in the ethics of AI and robotics. Elish’s research critically examines the distribution of agency and responsibility in systems where human and machine actions are deeply entangled. By illuminating how liability can be misattributed to human actors, she has provided essential frameworks for designing more just and transparent AI governance. Her work is widely cited across engineering, law, and social science disciplines, making her a vital voice in debates about the future of responsible automation.