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When Words Are Not Enough: The Limitations of AI in Understanding Reality
When Words are Not Enough: The Limitations of AI In the race toward artificial general intelligence, we find ourselves at a curious...


Will AI Replace Professionals?
Professional practice represents far more than technical expertise or procedural knowledge. It embodies a complex integration of...


Compliance Improvement Spiral
Everything flows, and so must compliance. Compliance Improvement Spiral Compliance cannot stay the same; it must continually improve, but...


Compliance Must Be Intelligent
AI Safety Labels There is an idea floating around the internet and within some regulatory bodies that we should apply safety labels to AI...


AI Risk: When Possibilities Become Exponential
Artificial Intelligence (AI) risk databases are growing, AI risk taxonomies and classifications are expanding, and AI risk registers are...


The Evolution of AI Systems: From Learning to Self-Creation
In today's world of artificial intelligence, not all systems are created equal. As we push the boundaries of technological innovation,...


Safety of the Intended Functionality: Re-imagining Safety in Intelligent Systems
When it comes to intelligent systems, safety has outgrown its traditional boundaries of risk assessment. While the traditional approach...


The Philosophy of Operational Compliance
The philosophy of Operational Compliance is a guiding mindset and approach that shapes how individuals and organizations align their...


Taking Control: Building an Integrated Compliance Management System
As a compliance engineer, I've noticed a common misconception: that compliance is primarily about audits and controls that should be...


The Hidden Costs of Multiple Compliance Frameworks
Many organizations today must navigate a complex web of compliance requirements. They use multiple frameworks, standards, and...


AI Safety Approach (ISO PAS 8800)
As a Compliance Engineer, I'm focused on developing robust methodologies for emerging compliance challenges. A recent IEEE webinar that I attended on AI Safety for Automotive provided valuable insights into the upcoming ISO PAS 8800 standard, introducing a pragmatic approach to AI safety assurance that I believe warrants sharing. ISO PAS 8800 - Overview Requirements Isolation Strategy: A Systems Engineering Approach The webinar presented what I'll call the "Requirements Isol


When Getting Lean Puts You at Risk: A Cautionary Tale
In my 30+ years working with organizations on their transformation journeys, I've noticed a concerning trend that keeps me up at night....


AI, AI, Oh!
When it comes to compliance, labelling everything as AI might be a bad idea. For example, engineering has traditionally relied on...


Exploring Potential Assurance Models for AI Systems
As AI systems are increasingly embedded in critical functions across industries, ensuring their reliability, security, and performance is...


Leveraging Systems Engineering for Effective Compliance
When it comes to developing capabilities that need to perform, that are reliable and that you can trust, within targeted budgets and time...


What Corporate Compliance Still Hasn't Learned
While recently listening to a podcast about leveraging AI to extract insights from complaints, it highlighted something that's long...
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