Taiwan’s semiconductor industry is globally dominant, yet the very success of its production ecosystem is creating friction for the academic and research community that underpins it. Many universities across the island are expanding programs in electrical engineering, electronics, chemical engineering, and materials science in a bid to grow the pool of semiconductor talent. But with industry fabs running at full capacity, circuit designs submitted for educational and academic purposes are difficult to schedule into factory operations — leaving researchers competing for time on production lines built for commercial throughput.