Technological Due Process: Review, Optimization, and Prospects

Abstract

The Houston Independent School District case has revealed the challenges of transparency, impartiality, and human review mechanisms that automated administrative systems face in practice. The case shows that the automated administrative system needs to solve the problems of insufficient transparency and impartiality challenges while enhancing efficiency. At the theoretical level, the connotation of technical due process is further enriched in order to effectively respond to the complex and realistic needs. At the practical level, automated administrative systems with scenarios are constantly applied. In the face of the generalization of technical due process, we need to be alert to potential technical bugs and legal risks. In order to ensure the healthy development of the automated administrative system, it is necessary to pay attention to system updating and continuous optimization in the future, and introduce new technologies to improve the performance. At the same time, establish a sound error correction and human intervention mechanism to ensure that the automated system can be corrected quickly in the event of an error, and to strengthen the timeliness and effectiveness of human intervention. In addition, improving the transparency and fairness of the system, and perfecting manual intervention and decision support tools are also important directions for future development. The research will provide a reference for the optimization and improvement of automated administrative systems.