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What are the effects of uncertainty on safety objectives? What threatens safety? We call this, "irreducible uncertainty." However, there is another kind of uncertainty, "reducible uncertainty", which we can buy down by improving A managed cyber safety program will effectively address both kinds of uncertainty. management processes to ensure safety is achieved, consistently, and that improves over time to address new uncertainties

They knew that taking a chance means embracing uncertainty and the possibility of both good and bad outcomes risk management looks like: Risk adjusted plans improve the probability of success in the presence of uncertainty

compliance which in turn results in a divergence of attention and action creating greater complexity and uncertainty promise-based approach creates the opportunity for actions to converge which reduces complexity and uncertainty These systems are unable to keep up and as result increase the level of uncertainty and corresponding Unmitigated and Preventable Risk Obligation-based systems tend to assume certainty of the conditions In practice, they contend with uncertainty better because they assume that it exists right from the start

The view that AI is agnostic when it comes to risk, ignores the inherent uncertainties that lie within

While these areas certainly warrant attention, it's important to recognize that uncertainty and risk question isn't how to eliminate all risks, but rather how to best achieve objectives while navigating this uncertainty Compliance officers must justify budgetary needs while considering potential uncertainties.This also approach, including the operationalization of obligations, organizational alignment, contending with uncertainty safeguarding business integrity and ensuring the sustained success of the organization in the face of uncertainty

To contend with compliance, operational, and technical uncertainty, organizations often adopt management from standard (Conformance Controls) and feed-forward processes to prevent & mitigate the effects of uncertainty Instead, they all must work as-a-whole to provide effective layers of defence against the effects of uncertainty requires an operational rigour commensurate with what is at risk and what is needed to contend with uncertainty

This shift involves effectively contending with uncertainty to minimize public harm and maximize mission In this case organizations endeavour to keep uncertainty and its detrimental consequences at bay, ensuring Keeping uncertainty from penetrating lines of defence is also critical to mission success.

Effective compliance is about handling uncertainty to decrease the probability of non-conformance as

Everything happens in the presence of uncertainty, and this uncertainty creates the opportunity for risk

This provides a sense of certainty and predictability. appears open to possibilities, in a deep sense, anything can happen – a source of potential but also uncertainty This contributes to the uncertainty we experience. According to the Heisenberg Uncertainty Principle, we can’t know with perfect accuracy both the position the measurement is taken knowledge of both the particle’s position and speed are possible but also uncertain

Lean Management, Lean Startup, Lean TPS, Engineering, Systems Thinking, Cybernetics, Promise Theory, Uncertainty It is this reason that we created "The Proactive Certainty Program."

predominate and its effects impacts how management is structured and in turn how companies contend with uncertainty However, these are remnants of a reductionist approach and are limited in identifying and contending with uncertainty impact are systemic in nature and no amount of mole whacking will be enough to keep its effects of uncertainty One way to look at this is that ORM focuses on risk streams (i.e. the propagation of the effects of uncertainty