Saudi Arabia SDAIA AI Ethics Principles (Version 2.0, 2025) 5.PID: Reliability and Safety in Prepare Input Data: measure data quality, accuracy, suitability and credibility, and prepare stress test data for extreme scenarios

What does 5.PID require?

Adequate steps gauge how good, accurate, suitable and credible the data sample is so the system interprets data accurately, avoids misleading measurements and produces outcomes relevant to its purpose, and stress test data is prepared for outlier events and extreme parameters ready for the build and validate step.