explainability

the explainability of the model improves user trust.

we need greater explainability in our ai decisions.

regulators demand explainability for automated credit scoring.

our team is working on explainability methods for deep learning.

explainability is a key requirement for high-stakes applications.

without explainability, stakeholders may reject the system.

we evaluated explainability alongside accuracy and fairness.

the report highlights the trade-off between performance and explainability.

adding constraints can increase explainability but reduce flexibility.

explainability tools help identify spurious correlations.

we prioritize explainability to support transparent decision-making.

the client requested a clear explainability audit trail.