Designing Trustworthy ML Models: Alan & Aida Discover Monotonicity in Machine Learning

The article highlights the importance of monotonicity in machine learning models as a key factor for ensuring trustworthiness, beyond mere accuracy. Monotonicity guarantees that model predictions adhere to logical and business-specific rules, thereby aligning AI outputs with common sense and practical expectations.