From Complexity to Clarity: Addressing Challenges in AI BOMs for Compliance

Overview

Explore strategies for implementing AI Software Bill of Materials (SPDX 3.0) to navigate compliance challenges and create accurate, machine-readable documentation for AI systems.

Syllabus

- Introduction to AI Software Bill of Materials (BOM) -- Definition and importance of BOM in AI -- Overview of SPDX 3.0 format - Compliance Challenges in AI Systems -- Common regulatory requirements -- Risk management and mitigation in compliance - Understanding SPDX 3.0 -- Key components and features -- Differences from previous versions -- Benefits for AI systems documentation - Implementing AI BOMs Using SPDX 3.0 -- Step-by-step guide to creating an AI BOM -- Tools and technologies supporting SPDX 3.0 - Strategies for Accurate, Machine-Readable Documentation -- Best practices for data collection and documentation -- Automating BOM generation -- Ensuring data integrity and update management - Case Studies and Real-World Applications -- Success stories in AI compliance using SPDX 3.0 -- Lessons learned from industry leaders - Workshop: Creating a Sample AI BOM -- Hands-on exercise to build a BOM using provided tools -- Troubleshooting common issues - Future Trends and Developments in AI Compliance and BOMs -- Emerging regulations and standards -- Impact of evolving technologies on compliance - Conclusion and Course Review -- Recap of key concepts and practical applications -- Questions and discussion - Resources and Further Reading -- Recommended books, articles, and online resources -- Access to course materials and additional tools

Taught by

Tags