Instruction: Share a real-life example where you applied AI Explainability techniques, including the methods used and the results achieved.
Context: This question seeks to understand the candidate's hands-on experience with AI Explainability, focusing on their ability to apply theoretical knowledge in practical scenarios.
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In one project, we had a risk model that stakeholders wanted to use operationally, but they were hesitant because they could not tell why certain cases were being flagged. I introduced a layered explainability approach: global feature analysis to understand overall behavior, local explanations for individual decisions,...