Atrisha Sarkar

Level-k Distinguishable Mechanisms for Evaluating Bounded Rationality in LLMs

This work formalises a necessary level-K distinguishability condition for strategic depth inference and builds a suite of novel game structures that meet this standard, and finds that model models maintain accurate strategic depth under recursive reasoning, with strong internal consistency between stated reasoning and actions at every level.