Publication
FAccT 2022
Conference paper

Behaviorial use licensing for Responsible AI

View publication

Abstract

With the growing reliance on artificial intelligence (AI) for many different applications, the sharing of code, data, and models is important to ensure the replicability and democratization of scientific knowledge. Many high-profile academic publishing venues expect code and models to be submitted and released with papers. Furthermore, developers often want to release these assets to encourage development of technology that leverages their frameworks and services. A number of organizations have expressed concerns about inappropriate or irresponsible use of AI and have proposed ethical guidelines for the use of AI. While such guidelines can help set norms and shape policy, they are not easily enforceable. In this paper we advocate the use of licensing to enable legally enforceable behavioral use conditions on software and code and provide several case studies that demonstrate the feasibility of behavioral use licensing. We envision how licensing may be implemented in accordance with existing responsible AI guidelines.