GI is kinda the sibling to shadow mapping. Global illumination algorithms take into account not only the light which comes directly from a light source (direct illumination -> shadowmapping!), but also subsequent cases in which light rays from the same source are reflected by other surfaces in the scene, whether reflective or non (indirect illumination).