# Explainability and the Fourth AI Revolution

arXiv: https://arxiv.org/abs/2111.06773 · HTML: https://mlsanity.com/paper/2111.06773/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- First posted on arXiv 12 Nov 2021.

## Abstract (arXiv)

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.