Documenting AI Systems for Compliance and Maintainability
What to document for AI systems, how to structure it, and how to keep documentation current as models and data evolve.
Maintainability
Managing Technical Debt in ML Systems
How to identify and manage technical debt specific to machine learning systems, covering data debt, pipeline debt, configuration debt, …