The more than 2,000 so-called Emerging Research Institutions receive just around 10% of all research funding from the corporate sector. Machine learning can help level the playing field. At a university campus in Rolla, Missouri (population 22,000), a small team of scientists is developing a glass powder that, when applied to wounds, significantly improves blood clotting and reduces risk of infection.