What are the best practices for auditing AI bias?
An example of an AI chatbot conversation about best practices for AI bias auditing.
What are the best practices for auditing AI bias?
The best practices for auditing AI bias include defining clear objectives, using diverse datasets, and involving multidisciplinary teams.
How can I ensure my dataset is diverse enough?
You can ensure diversity by analyzing demographic representation, including various groups, and continuously updating your dataset.
What tools can I use for bias auditing?
Some popular tools for bias auditing include Fairness Indicators, AI Fairness 360, and What-If Tool.
How often should I conduct bias audits?
It's recommended to conduct bias audits regularly, especially after significant updates to your AI models or datasets.
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