Behavioral Fidelity of LLMs in Complex Decision-Making Environments

Comparing human and LLM behavior across game-theoretic environments

0.821
Overall Fidelity
-0.923
Complexity Correlation
6
Convergence Gap (rounds)

Fidelity vs Complexity

Human vs LLM Behavior

Cooperation Trajectories (PD)

Distributional Divergence