The article emphasizes the importance of aligning financial and technical truths in AI development, allowing for better budgeting and creating infrastructure that functions like AI itself. This understanding will enable developers to focus on building high-quality AI products, rather than struggling with inefficient systems. The views expressed are those of the author, not TechRadarPro or Future plc.