The Jacobian lens tool allows researchers to visualize how Claude processes complex concepts in real-time. This technique reveals hidden internal spaces where the model struggles with specific logic puzzles. It provides a concrete map of model reasoning, offering developers a way to debug latent errors without relying on output alone.