Why do well funded science innovation ecosystems keep reproducing the same failures? This article explains why failure in deep tech, life sciences, energy, and hardware is structural, not accidental. It shows how standardization, misaligned incentives, proxy metrics, premature capital, accelerator design, and software-style assumptions systematically collapse optionality and stall ventures between TRL 4 and TRL 7, despite strong science and funding.