What tools can I use to assess AI bias?
An example of an AI chatbot conversation about tools for assessing AI bias.
What tools can I use to assess AI bias?
There are several tools available for assessing AI bias, such as Fairness Indicators, AI Fairness 360, and What-If Tool.
Can you tell me more about AI Fairness 360?
AI Fairness 360 is an open-source toolkit by IBM that helps detect and mitigate bias in machine learning models.
How does the What-If Tool work?
The What-If Tool allows users to visualize and analyze machine learning models without writing code, helping to identify biases.
Are there any specific metrics I should look for when assessing bias?
Yes, common metrics include demographic parity, equal opportunity, and disparate impact, which help evaluate fairness.
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