Glass Box Model
An AI model that is inherently interpretable, such as a decision tree or linear regression, where the decision-making logic can be directly inspected and understood.
In Plain Language
An AI where you can see and understand every step of the decision-making process. Like a simple flowchart: if income > $50K and credit score > 700, then approve.
Why This Matters
Glass box models simplify governance and compliance. Your AI strategy should consider whether interpretable models can meet performance requirements, as they significantly reduce the governance burden and audit complexity.
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