Linux Foundation
Implementing AI Bill of Materials with SPDX 3.0
Pages
71
Time to read
98 mins
Publication
Language
English
Pages
71
Time to read
98 mins
Publication
Language
English
This guide focuses on the implementation of an AI Bill of Materials (AI BOM) using the System Package Data Exchange (SPDX) version 3.0. It outlines the importance of AI applications that integrate open-source software and data, emphasizing their role in innovation and responsible AI practices. The document details the unique challenges faced by AI applications, including security vulnerabilities and regulatory obligations for documentation. It explains how an AI BOM can help organizations manage risks associated with technical security, functional safety, and compliance with regulations. The guide also presents the features of SPDX 3.0, which provides a machine-readable inventory of system components, including algorithms, data collection methods, and licensing information. By promoting transparency and accountability, the SPDX AI and Dataset Profiles are positioned as essential tools for developers, users, and regulators to ensure ethical standards and legal compliance in AI technologies.