Fair and accurate creation Algorithms are not impossible. It takes time.
"Actually, it is possible mathematically", Karos which is the face recognition startup CEO Brian Brackeen told me on the panel of Disrupt SF.
Algorithms are a set of rules that computers follow to solve problems and make decisions about specific action plans. That is the type of information we receive, the information people are looking at about us, the work we were hired, approved credit cards, followed by a driver without a driver watching us. Algorithms occupy increasingly important positions in our lives. However, the algorithm starts with the lowest level and raises its own problem to persist through its adaptation. Human prejudice is embedded in these machine-based decision makers.
To create unbiased algorithms, we need sufficient accurate data. The model not only has enough "pale men" but also enough images of people with different race, sex, ability, height, weight etc.