Model Cards and Data Sheets: Documentation Standards for ML
As machine learning systems become increasingly prevalent in critical applications—from healthcare diagnostics to criminal justice algorithms—the need for comprehensive documentation has never been more urgent. Two groundbreaking frameworks have emerged as industry standards for responsible AI development: Model Cards and Data Sheets. These documentation standards serve as essential tools for promoting transparency, accountability, and ethical … Read more