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Traditionally, QC was viewed as the primary means of ensuring quality with QA added to corroborate QC This reactive approach was long considered the primary means of ensuring quality, with the goal of weeding Relying solely on QC means that issues are only identified after they've already occurred, often at a This shifts the focus from detection to prevention, ultimately leading to higher-quality products and from a reactive quality control function to a strategic, holistic approach for product development, leading

However, changes to the level of risk is both a leading indicator and a measure of safety program effectiveness The level of risk provides a leading indication of the progress made in buying down risk as well as an

However, the downside of procedural compliance is that it can be inflexible and bureaucratic, leading Employees are empowered to find new and creative ways to meet compliance obligations, which can lead Programmatic compliance allows employees to take ownership of compliance efforts and the results, which can lead

many is not so much how smart it might become but instead what it might do with the intelligence it learns It 's a means to an end. The question is – to what end? Agency provides the means to transcend a world defined by a future described as unfolding, controlled When we were young our foolish choices were tolerated and at times encouraged to provide fodder for learning This means, among other things, learning how to make ethical decisions and holding ourselves to a higher

. ⚡️ Learning from Systems Thinking Russell L.

What we learned was that for external obligations: most of the compliance resources are dedicated to level of certainty that internal obligations would be met was MODERATE For internal obligations we learned

Therefore, attributing human characteristics to AI can lead to false expectations and misunderstandings This can lead to a loss of agency and responsibility, as we may assume that the AI system will make the

Accelerated Learning: Mining Data for Greater Safety with Caution Applying deep learning to HAZOPs, 

This new format will provide the opportunity for more people to take advantage of this workshop and learn

We must also acknowledge another truth which we learned from our parents, many of whom sacrificed their Instead, it's about making deliberate choices to improve our collective future, even if it means short-term

Failing to address potential risks, even those deemed unlikely, can lead to unexpected and potentially

Strategies Regulations and standards have evolved over the years to respond to new challenges and learn A systems-based program provides the means to achieve outcomes and contend with risk. Reason introduced the Swiss Cheese model to illustrate how even small holes in safety barriers can lead