Moving STEM undergraduate and graduate education towards a more interdisciplinary model would not only attract more students to STEM, but also improve the quality of STEM education. For truly transformative change to a more interactive, interdisciplinary model of STEM education, NSF and NIH should allocate grants of up to $10M/year for institutional transformation.