How to Approach AI Risk Management in Practice

https://airiskmanagementworks.slatecurrent.com/posts/how-to-approach-ai-risk-management-in-practice

Think of AI risk management as a continuous cycle, not a one-and-done checklist. Start by mapping out specific use cases and potential harms, like bias or security flaws. Then, actually test those risks with real-world scenarios, not just synthetic data. Build in failsafes and human oversight from the start, not as an afterthought. This practical approach makes risk management a daily habit, not a theoretical exercise.