How do I audit AI systems?
An example of an AI chatbot conversation about auditing AI systems for compliance and performance.
What are the key steps to audit an AI system?
The key steps include defining the audit scope, collecting data, evaluating algorithms, and ensuring compliance.
How do I ensure the AI system is compliant with regulations?
You should review relevant regulations, implement necessary controls, and document compliance processes.
What metrics should I use to evaluate AI performance?
Common metrics include accuracy, precision, recall, F1 score, and AUC-ROC, depending on the application.
Can you recommend tools for auditing AI systems?
Yes, tools like IBM Watson OpenScale, Google Cloud AI Explanations, and Microsoft Azure Machine Learning can help.
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