Accountability Taxonomy for AI Software Bill of Materials

Explore the application of Software Bill of Materials (SBOM) concepts to AI accountability in this 30-minute conference talk. Delve into a taxonomy for system trustworthiness and accountability based on the European Union Artificial Intelligence Act requirements and related US bills. Learn how software developers can capture informational artifacts for automated auditing, and examine the crosswalk with Software Package Data Exchange (SPDX) 3.0 AI Profile. Witness a demonstration of a small open-source Python package showcasing standardized taxonomy terms for documentation and record-keeping in MLOps, with an example in an MLflow environment.

Accountability Taxonomy for AI Software Bill of Materials - Arthit Suriyawongkul