That's a great question and there really is no definitive answer. However,

Materials on the right have been updated $$

the use of bias$-$free data, data governance procedures, training, and review from outside entities can help minimize Al bias.

to protect data, differential privacy $($DP$)$ is starting to be used.

the use of cameras to monitor public spaces is often used.