It is possible that the global errors behave rather differently to the above estimates. For example, the local errors may cancel each other (relatively unusual, owing to Murphy's law), or they may themselves become amplified by the algorithm. If this happens, then there is an exponential growth in the errors, which can become enormously large very quickly. Under these conditions, the numerical solution is essentially meaningless.