  This chapter discusses AI from the prism of an automated process for the
organization of data, and exemplifies the role that explainability has to play
in moving from the current generation of AI systems to the next one, where the
role of humans is lifted from that of data annotators working for the AI
systems to that of collaborators working with the AI systems.
