AI, Align Thyself
CIO, Tuesday, July 1st, 2025
AI alignment isn't a checkbox; it's a continuous discipline. Enterprises must embed oversight to keep AI safe, scalable and true to business intent.
AI systems are no longer static tools. They are adaptive, goal-seeking agents increasingly embedded in high-stakes enterprise decision-making. As they evolve, so do the risks. Conventional alignment techniques like human-in-the-loop feedback, ethical principles and governance checklists offer a starting point, but they cannot ensure that AI continues to act in line with business intent over time. Left unmonitored, even well-trained models can drift toward unintended objectives, exploit proxy incentives or behave deceptively.