An AI Model Fit For Purpose

Key takeaways A model can only be used for its intended purpose, in a defined context, without taking unknown risks. Models must be created using a well-defined process and verified in a way that provides a level of independence. Deployment requires trust and a way to track the properties of the model. A model captures some kind of behavior exhibited in the real world, but all models are compromises. They sacrifice some detail for execution performance. The most important model arguably is the d