The Math Takes Two benchmark evaluates whether two agents can construct abstract mathematical concepts through communication. Researchers designed the test to distinguish true reasoning from statistical pattern matching of formal syntax. It forces models to build logic from first principles. This provides a stricter metric for evaluating cognitive emergence in LLMs.