Ecosystem identifier

D03

Ecosystem pillar

Data

Overview

Data privacy should be at the forefront, particularly when data from marginalized populations are involved. End users should be offered choices about privacy and ethics in the collection, storage, and use of data. Opt-out methods for data collected for model training and model application should be offered where possible. 

Artificial Intelligence Ecosystem process diagram

A process diagram showing the application of Human, Data, Process, System and Governance elements to Diversity and Inclusion in Artificial Intelligence.

Artificial Intelligence Ecosystem process diagram