Capital is not neutral in science driven ventures. It reshapes timelines, incentives, governance, and decision order the moment it enters the system. This article explains why more capital often increases risk in deep tech, how venture capital assumptions collide with scientific reality, and why stalled ventures are usually structurally misaligned, not weak. A framework for aligning capital type, timing, and structure with scientific uncertainty.