Minimum Levels of Interpretability for Artificial Moral Agents
Artificial Intelligence
2023-07-04 v1 Computers and Society
Abstract
As artificial intelligence (AI) models continue to scale up, they are becoming more capable and integrated into various forms of decision-making systems. For models involved in moral decision-making, also known as artificial moral agents (AMA), interpretability provides a way to trust and understand the agent's internal reasoning mechanisms for effective use and error correction. In this paper, we provide an overview of this rapidly-evolving sub-field of AI interpretability, introduce the concept of the Minimum Level of Interpretability (MLI) and recommend an MLI for various types of agents, to aid their safe deployment in real-world settings.
Cite
@article{arxiv.2307.00660,
title = {Minimum Levels of Interpretability for Artificial Moral Agents},
author = {Avish Vijayaraghavan and Cosmin Badea},
journal= {arXiv preprint arXiv:2307.00660},
year = {2023}
}