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Everything happens in the presence of uncertainty so make sure your process plan is a risk-adjusted plan

AI systems are inherently stochastic machines that operate in the domain of probabilities and uncertainty

One of the ways we contend with uncertainty is by having reserves. This group of people if mobilized can help you contend with the dragon of uncertainty.

which states that "where there are threats of serious or irreversible damage, lack of full scientific certainty Principle is a preventive measure against catastrophic or serious harm in the presence of significant uncertainty However, in cases where significant harm is uncertain but possible preventive measures may still be required combined effect of the degree of seriousness and irreversibility of the threat and the degree of uncertainty The more significant and the more uncertain the threat, the greater the degree of precaution required

They force us to understand complex systems, manage uncertainty, design for safety, and deal with behaviours This means developing methods for analysing requirements in uncertain environments, design patterns for

This may require extra fuel (i.e. margin) to address uncertainty along the way. The Assessment Uncertainty There is one place where most of have experienced the impact (good or bad)

Poor management of uncertainty and risk : While AI can identify patterns and potential risks, interpreting

Systems exchange a measure of uncertainty for a measure of certainty. However, this certainty is the certainty of a fish tank, not the certainty that comes from mastering adaptive frameworks that can evolve with changing conditions while maintaining their core protective and certainty

How much uncertainty is necessary and risk before this is needed? Not My Final Thoughts When making decisions, and more importantly acting on them, involving uncertainty

aware of my presentations on demystifying risk entitled, Lord of The Risks – Defeating the Dragon of Uncertainty they don't know how things work, and both threats and opportunity are unpredictable – it is a world of uncertainty And it is this uncertainty that creates the opportunity for risk. Fortunately, with the help of a wizard (aka risk manager) our team was successful in fighting the Dragon of Uncertainty They also have different strategies and tools to help you contend with the dragons of uncertainty: Aleatory

What has not changed is: Uncertainty and risk are still knocking on our front door.

It became a way of making progress in the presence of uncertainty.