Blackboxes and glassboxes
What’s in The Box? Explainability versus Accuracy in AI Models
It is a challenge to make AI-driven models transparent. They are a blackbox and can cause serious issues. The aim of a glassbox is to provide greater transparency in how a model is operating and how its outputs have been reached.