Mathematicians Timothy Gowers and Peter Sarnak argue that large language models lack the intuition required for original mathematical discovery. While these models excel at combining existing methods, they fail to generate genuinely new ideas. This gap suggests LLMs remain sophisticated calculators rather than creative thinkers. Practitioners should rely on them for execution, not conceptual breakthroughs.