The I CLAMC–UMALCA Joint Meeting in Mathematics represents a landmark initiative in strengthening scientific collaboration between China and the regions of Latin America and the Caribbean. As a joint effort between the China–Latin America Mathematical Center (CLAMC) and the Mathematical Union of Latin America and the Caribbean (UMALCA), this meeting embodies a shared vision of fostering high-level mathematical exchange, promoting excellence, and building long-term institutional partnerships across continents.