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In every industry where failure is consequential, we learned to engineer control into a system before we trusted it to run. With AI, we are skipping that step. The discipline we are missing has a name: engineered regulation. Engineered Regulation for AI Systems No one runs a refinery with a big red button and good intentions. Before the plant starts, engineers design the control loops that hold temperature and pressure where they belong. They add independent safety systems th

The sequence matters: proper engineering design must occur before deployment, not afterwards. by Raimund Laqua, PMP, P.Eng As a professional engineer with over three decades of experience in highly regulated industries, I firmly believe we can and should embrace AI technology. However, the current approach to deployment poses a risk we simply cannot afford. Across industries, I’m observing a troubling pattern: organizations are bypassing the engineering design phase and dire

AI Risk Containment Architecture Industrial leaders in safety-critical, highly regulated sectors like energy, chemical processing,...

As artificial intelligence continues to advance, AI engineers face a practical challenge – how to build trustworthy systems when working...

The Emergence of AI Engineering - Can You Hear the Music? In a compelling presentation to the ASQ chapter / KinLin Business school in...

The Future of Professional Engineering Over the years, I’ve seen a decline in professional engineering, and no more so than in the domain...