Terence Tao – How the world’s top mathematician uses AI

Johannes Kepler's transition from flawed geometric models to elliptical laws illustrates how high-quality data can overturn established theories, a dynamic that Terence Tao compares to modern AI generating hypotheses against verified datasets. As artificial intelligence drives the cost of idea generation to near zero, the scientific bottleneck has shifted from hypothesis creation to the verification and evaluation of results, necessitating new systems to distinguish genuine breakthroughs from algorithmic noise. While current AI excels at breadth by solving thousands of routine problems, human experts will increasingly focus on deep conceptual understanding and the development of new frameworks to ensure mathematical progress remains insightful rather than purely procedural.