A Tangent Linear Model (TLM) is a linear approximation of a nonlinear model, used to understand the sensitivity of a system's output to small perturbations in its input. It is a crucial tool in numerical weather prediction and data assimilation, where it helps in the efficient computation of gradients required for optimization and sensitivity analysis.