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I don't know that it's necessarily something that can be "fixed", it's probably more like something that can only be programmed out of the AI. An AI like this uses an algorithm in the same way people use logic, they use data to reach conclusions and the more data they have the more accurate their conclusions are. The only way to prevent an AI from using ethnicity as a distinguishing factor is to tell it not to, you would have to set a limit on the algorithm preventing it from making any observations on race. And as far the data sets being "biased", you didn't cite any sources for that claim so it's impossible to trust that you're correct in that statement because you're just as likely to be biased yourself. It seems like your argument is based on the presumption that ethnicity has no influence on an individual's statistical likelihood of committing various crimes, which is a very popular but incorrect idea. Being a certain ethnicity is not a guarantee that someone will commit a crime of any kind, but for the purposes of using AI to predict crimes it's a valuable data point to help police. The problem with the anecdote you gave is with the police's interpretation of the data the AI gave them, and their approach to the investigation - not the AI.
youtube AI Bias 2022-12-18T19:2… ♥ 1
Coding Result
DimensionValue
Responsibilityai_itself
Reasoningconsequentialist
Policyregulate
Emotionindifference
Coded at2026-04-27T06:24:59.937377
Raw LLM Response
[ {"id":"ytc_UgyO3WPscjLSAVjydpx4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"regulate","emotion":"indifference"}, {"id":"ytc_Ugy05xGkQZTqe8herdd4AaABAg","responsibility":"company","reasoning":"deontological","policy":"industry_self","emotion":"resignation"}, {"id":"ytc_Ugw7iA9Lsjvc81z-i1t4AaABAg","responsibility":"developer","reasoning":"virtue","policy":"liability","emotion":"outrage"}, {"id":"ytc_UgzFF7y5kHuiV7W2SqV4AaABAg","responsibility":"government","reasoning":"unclear","policy":"ban","emotion":"outrage"}, {"id":"ytc_Ugy7qPERd10Twb2tkFd4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"none","emotion":"approval"}, {"id":"ytc_UgyLm6WfS5888B7pcWl4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"regulate","emotion":"indifference"}, {"id":"ytc_Ugz7GO0Vc4lYxGv39z54AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"}, {"id":"ytc_Ugwh7MVdm6B7ZnD2w8Z4AaABAg","responsibility":"distributed","reasoning":"mixed","policy":"unclear","emotion":"resignation"}, {"id":"ytc_UgyDbHadgG2_lTYD_TF4AaABAg","responsibility":"ai_itself","reasoning":"deontological","policy":"regulate","emotion":"fear"}, {"id":"ytc_UgwAglnt5wHNgpTOTeh4AaABAg","responsibility":"ai_itself","reasoning":"unclear","policy":"unclear","emotion":"outrage"} ]