Equilibrium Residuals Expose Three Regimes of Matrix-Game Strategic Reasoning in Language Models

Wenhua Nie, Binhan Luo, Zijie Meng +2

Large language models can score well on named game-theory benchmarks while failing on the same strategic computation once semantic cues are removed. We show this gap with procedura…