Math Takes Two: A test for emergent mathematical reasoning in communication

This paper proposes Math Takes Two, a new benchmark designed to assess the emergence of mathematical reasoning in language models through communication. It tests whether two agents, without prior mathematical knowledge, can develop a shared symbolic protocol to solve a visually grounded task where a numerical system facilitates extrapolation.