Online Archive of University of Virginia Scholarship
The Automation Discretion Paradox4 views
Author
Amari, Ahmed, School of Engineering and Applied Science, University of Virginia
Advisors
Earle, Joshua, EN-Engineering and Society, University of Virginia
Abstract
This paper examines how automation reshapes the role of human labor through a four degree of freedom robotic arm built for a pick and place task. Although the arm succeeds by conventional engineering standards, including repeatability, precision, and efficiency, its design also reflects deeper assumptions about what counts as successful work. Using Winner, Suchman, Sparrow, and feminist critiques of engineering culture, the paper develops the “automation discretion paradox”: automation reduces human discretion during routine operation while preserving human responsibility during failure. The robotic arm’s rigid mechanical design, programmed control architecture, technical interface, and performance metrics all prioritize predictable motion over human adaptability. As a result, human expertise is not removed but relocated into preparation, monitoring, troubleshooting, and repair. The paper argues that engineers should evaluate automated systems not only by speed and accuracy, but also by how they distribute authority, responsibility, and opportunities for human judgment.
Degree
BS (Bachelor of Science)
Rights
All rights reserved by the author (no additional license for public reuse)
Amari, Ahmed. The Automation Discretion Paradox. University of Virginia, School of Engineering and Applied Science, BS (Bachelor of Science), 2026-05-08, https://doi.org/10.18130/7h25-0h51.