Semiconductor manufacturing is one of the most complex and competitive industries in the world. It requires constant innovation, high quality, low cost, and fast time to market. However, it also faces many challenges such as rising design complexity, shrinking feature sizes, increasing defect rates, and growing demand for new materials and products. How can semiconductor manufacturers overcome these challenges and seize new opportunities? The answer may lie in generative AI.