Data Science Checklists (Part 3): Design Justice Network Principles and Checklists for Data Scientists
February 2, 2020
We have established that checklists can help data scientists handle the complexity of ensuring their work aligns with a given set of values, but to actually propose a checklist, we need to state explicitly what those values are. Up until now, we have discussed to AI principles in general, without making reference to any specific set of ideals. Our checklist intends to help put theDesign Justice Network principles into action. In this post we will argue for why the Design Justice Network principles, in particular, may benefit from a checklist and then propose a prototype checklist.