failure modes of AI systems, allowing organizations to learn from past mistakes and improve their safety measures

need to understand is that the compliance landscape has changed and so has the destination and the measures Compliance is not measured by whether you are comply or not but instead is measured by the level of certainty

materializing into real threats To provide clear boundaries for operational activities To implement measures

Controls operated on the same data the outcome was measured against. The components are procured separately, staffed separately, trained separately, operated separately, measured

Keep measuring and monitoring your outcomes and adjust capabilities when necessary.

Just as a car's braking system is a measure of compliance allowing the driver to self-regulate speed,

Cyber risk is a real threat, involves technical measures to address but is foremost a business problem Regulations do exist and are expanding to compel organizations to establish adequate programs and measures

These would be considered as measures of assurance.

management is a system-of-systems consisting of governance, programs, systems, work, and control & measure Controls and Measures provide feed-back processes to correct & prevent deviance from standard (Conformance

working hard and hoping for the best not knowing if their efforts will be effective in any unit of measure

It must provide a measure of certainty that obligations will be met based on real estimates of uncertainty

Culture is difficult to define and hard to measure, but without the right one a company cannot succeed