Lyapunov Information Rates

We develop information-growth laws for partially observed random linear cocycles. Under exterior faithfulness conditions, the ordered eigenvalues of the cumulative Fisher information recover the positive observable Lyapunov spectrum, yielding exact mutual-information and posterior-contraction rates. We also treat dark quotients, non-Gaussian absolutely continuous priors, polynomial growth at zero exponents, intermittent sensing, and Blackwell comparison.