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

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

Not just financial value measured by margins, but all the value that stakeholders demand: safety, security

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

companies that define their indicators and goals mostly by counting the things they are doing (i.e. measures of effort) without evaluating the effects of these efforts (i.e. measures of effectiveness).

Success Criteria : How you'll measure the effectiveness of your new compliance capabilities—not just

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

objectives for their teams along with the digital systems and processes that are being used in increasing measure

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

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

Well-designed guardrails, now developing as the new compliance measures, should be risk-based rather This metrics-based approach to governance integration could help standardize how AI systems are measured

manage: performance / outcome goals, threats & opportunities, controls, improvement objectives, and measures