The fundamental theorem for line integrals states that if a vector field is the gradient of a scalar function, then the line integral of the vector field over a curve only depends on the values of the scalar function at the endpoints of the curve. This theorem simplifies the computation of line integrals by reducing it to evaluating the potential function at the boundaries of the path.