Science based ventures operate under fundamentally different rules. This article explains why concepts like rapid traction, early product market fit, and short iteration cycles fail in science venture building, and how applying them creates systematic decision errors. It explores the structural mismatch between business intuition and scientific reality, and outlines what science compatible evaluation and governance must look like instead.