You‘re right, we can‘t eliminate all biases from trained AI models, but only try to reduce the biases that are easily detectable and unwanted. Similar to popular social media platforms, most AI models are trained not to produce and display hateful outputs. This is often done to reduce legal liability and to increase customer satisfaction. However, at the end the AI still has the values and biases of the input dataset, often being cultural and societal norms.
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