This creates a feedback loop which gives it a measure of agency that is undesirable, and contributes But these are not the measures of success.

Once this is identified, the next step is to prevent it by putting stringent controls and risk measures improving risk programs, conducting more control effectiveness assessments, or implementing predictive measures

Predicting with any measure of certainty that that these specific companies would emerge along with their Preventative measures Many companies have significant challenges and problems that need to addressed

performance and risk-based the same shift is happening for environmental obligations with increasing measure

This is why we need clear metrics to measure success in ethical AI deployment – how do we quantify fairness

.) - maintain risk & compliance measures running at peak efficiencies. ESCAPE PODS (emergency response) - save crew in case of emergency TACTICAL (risk and compliance measures

We can learn more, we can improve our models, we can develop better risk measures. We have learned that these are preventive measures. We have learned that these are mitigative measures. 4. However, when risk measures are not enough and uncertainty persists, we often find that we need to put Whatever and wherever you find yourself I hope that you may enjoy an extra measure of peace over the

While these actions and the specific mitigative measures in the RCA report are important, they may not Only then will preventive and mitigative risk measures be truly effective.

organizations would now be expected to set their own compliance goals and objectives, establish risk measures , and measure progress towards targeted outcomes. operational status sooner, Creates and sustains system properties over time, Provides a platform to build-measure-learn Identify and evaluate measures of conformance, performance, and effectiveness. Elevate compliance effectiveness by improving the MVC using a build-measure-learn process.

But more importantly, something that requires a measure of precaution, a duty of care, and professional

preventing disruption and most often by preventing failure of equipment, processes, systems, and other measures

With greater alignment (a measure of integrity), uncertainty decreases, risk is reduced, waste eliminated