https://www.projectsbyif.com/blog/how-to-measure-representation-in-a-data-set-and-protect-peoples-privacy/ this post proposes #DataCollection and measurement as a solution for #race bias in #software. But the bias comes from the people making the software, who would then be reviewing the data. They would still bring their inherit bias to the analysis. For example, Google Image Search has a race bias because it was trained that way, and very few black people were involved in the training, most likely because there are few black employees and therefore the social network.1/2
A better solution is more #decentralization, #FreeSoftware, and access to technical education. When people do not want to use software because of its bias, they can build their own using free software building blocks, rather than starting from scratch. If they do not personally have the technical skills, people can be hired to implement designs. But this is difficult because of #SiliconValley #monopolies run by quite homogeneous people control vast swathes of the #internet and #software. 2/2
