XTX Markets says AI could compress years of mathematical progress into much shorter timescales. But it warns that AI deployment is disrupting the technical and community infrastructure mathematicians use to produce, share and refine knowledge. Its philanthropy update points to the first in a series of new grants and plans to work with the mathematics community on a blueprint that supports human researchers, responsible AI use and norms for high-quality mathematics.