In “Want Impact from AI? Start with Accountability,” Ted Rubin explores why most AI initiatives fail to produce real business value without clear ownership and governance. The piece reinforces a core principle behind Larridin’s approach: accountability is what turns AI from experimentation into measurable impact. By tying AI usage to responsibility, risk awareness, and outcomes, organizations can move beyond hype and start realizing durable AI Impact.