1. A well drilling system, comprising: a predictive device which outputs predicted parameter values in response to input of actual parameter values to the predictive device; a source of the actual parameter values; and wherein the predictive device continues to output the predicted parameter values when the predictive device fails to receive valid actual parameter values.