Amit Sahai argues that as AI systems produce novel mathematical ideas faster than humans can follow, the research mathematics community must expand significantly to ensure humans can understand and validate these discoveries. This understanding is critical for responsible deployment of AI-generated innovations in domains like fusion energy, requiring sustained research groups and a global increase in mathematically sophisticated researchers.