Twitter has announced a To study the fairness of its algorithm. As part of the effort, the organization called the “Responsible Machine Learning Initiative”, the organization’s various database scientists and engineers will study the “unintentional loss” caused by its algorithm and make the results public.
“We are conducting in-depth analysis and research to assess the existence of potential damage to the algorithm we use,” the company wrote in a blog post announcing the initiative.
To begin with, the company will study Twitter’s image cropping algorithm, which has been criticized. People with light skin. Twitter will also review its content recommendations, “a fair assessment of our home timeline recommendations across racial subgroups” and “a study with analysis of content recommendations from different political ideologies across seven countries.”
It is unknown at this time what he will do after leaving the post. Twitter notes that in some cases the results may change the direction of its platform, and other studies may simply say that “we have important discussions on how to create and implement ML.” [machine learning]But the issue is a timely one for Twitter and other social media platforms. Lawyers have pressed Twitter, YouTube and Facebook for more transparency The U.S. Capitol is in the midst of a revolt and some lawmakers Proposed law This will require companies to evaluate their algorithms for bias.
Twitter CEO Jack Dorcio has spoken of his desire to create one , Which allows users to control which algorithm they use. In its latest blog post, the company said it was in the “early stages of exploring” such a concept.