The Math Takes Two benchmark evaluates if two AI agents can construct abstract mathematical concepts through communication without prior knowledge. Researchers aim to distinguish true reasoning from statistical pattern matching. This test challenges models to derive first principles rather than relying on established symbolic conventions. It provides a stricter metric for cognitive emergence.