Mathematics helps AI scientists to solve challenging deep abstract problems using traditional methods and techniques known for hundreds of years. Math is needed for AI because computers see the world differently from humans. Where humans see an image, a computer will see a 2D- or 3D-matrix. With the help of mathematics, we can input these dimensions into a computer, and linear algebra is about processing new data sets.
Mathematics enables AI scientists to address difficult deep abstract issues utilizing established methodologies and approaches that have been used for hundreds of years. Math, in reality, aids in the knowledge of logical reasoning and attention to detail.