@inproceedings{670b68098a2e4c65a1c850f6893ab9df,
title = "A psychopathological approach to safety engineering in AI and AGI",
abstract = "The complexity of dynamics in AI techniques is already approaching that of complex adaptive systems, thus curtailing the feasibility of formal controllability and reachability analysis in the context of AI safety. It follows that the envisioned instances of Artificial General Intelligence (AGI) will also suffer from challenges of complexity. To tackle such issues, we propose the modeling of deleterious behaviors in AI and AGI as psychological disorders, thereby enabling the employment of psychopathological approaches to analysis and control of misbehaviors. Accordingly, we present a discussion on the feasibility of the psychopathological approaches to AI safety, and propose general directions for research on modeling, diagnosis, and treatment of psychological disorders in AGI.",
keywords = "AI safety, Artificial General Intelligence, Diagnosis, Mental disorder, Psychopathology, Treatment",
author = "Vahid Behzadan and Arslan Munir and Yampolskiy, {Roman V.}",
note = "Publisher Copyright: {\textcopyright} Springer Nature Switzerland AG 2018.; Workshops: ASSURE, DECSoS, SASSUR, STRIVE, and WAISE 2018 co-located with 37th International Conference on Computer Safety, Reliability and Security, SAFECOMP 2018 ; Conference date: 18-09-2018 Through 21-09-2018",
year = "2018",
doi = "10.1007/978-3-319-99229-7_46",
language = "English (US)",
isbn = "9783319992280",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "513--520",
editor = "Friedemann Bitsch and Amund Skavhaug and Barbara Gallina and Erwin Schoitsch",
booktitle = "Computer Safety, Reliability, and Security - SAFECOMP 2018 Workshops, ASSURE, DECSoS, SASSUR, STRIVE, and WAISE, Proceedings",
}