An AI feature caused user harm after launch. How do you run the response?

In this question, focus on outlining a structured response plan to address the user harm caused by the AI feature. Start by identifying the immediate steps to assess the situation, such as gathering data on the incidents and understanding the scope of the harm. Discuss how you would communicate with affected users and stakeholders, emphasizing transparency and empathy. Then, detail your approach to investigating the root cause of the issue and implementing corrective actions, including potential feature rollbacks or adjustments. Finally, highlight how you would ensure that similar issues are prevented in the future, such as enhancing testing protocols or user feedback mechanisms.