top secret so it's difficult to prove an algorithm is making unfair decisions or associations that program can check if an algorithm is discriminatory it simulates bank accounts that are identical in everything but the genda allowing an initial comparison that accountability transparency and fairness are really the future of machine learning and we need to make them trustworthy and we need to you know allow people to ask questions of how they work and allow people to see how they're operating and how they're trained to eliminate prejudice and algorithms that will take more social awareness human oversight. shift says be wary of overreliance. know our download to the shift abstract. a visit to the museum can be a rewarding experience but what if it's just too far away. the world's biggest search engine google has a solution for google arts and culture around lets you virtually visit more than