In “Want ROI 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 ROI.