Raw LLM Responses

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Comment
@GalakBreaksItDownGreat explanation. It seems to me like bias has to be addressed at the source level. In this case, high schools have to take into consideration why more boys into computer science. For instance, It could simply be because more boys play virtual games compared to girls. And, that could be one reason for their interest in computers and coding. So, the bias creeps in when Universities consider only students who know how to code before school. Thanks for explaining how CMU has addressed this. Taking such measures just cuts off bias at the University level preventing it from creeping into the workforce. It is very interesting to see how biases happen when we work our way backward to the source. At the algorithmic level, It is indeed very challenging when we don't have a biased data source. Thanks for sharing the methods on how this could be addressed. I just found your channel and I am enjoying it a lot.
youtube AI Bias 2021-07-09T16:2…
Coding Result
DimensionValue
Responsibilitydistributed
Reasoningconsequentialist
Policyregulate
Emotionindifference
Coded at2026-04-27T06:26:44.938723
Raw LLM Response
[ {"id":"ytr_UgybE2mrAwiiha8yxFx4AaABAg.A3dNQfvqMGOA3vVBfRPz41","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"}, {"id":"ytr_UgybE2mrAwiiha8yxFx4AaABAg.A3dNQfvqMGOA3vWiOma9_1","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"}, {"id":"ytr_UgwBAUfLX6YFD02b-Bp4AaABAg.9qW2HrS7X7H9tDy4hdVZxO","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"}, {"id":"ytr_UgwcGRjUJPJjv9WZLHp4AaABAg.9q9fXxd_1VoA2UhlVIGRX8","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"approval"}, {"id":"ytr_UgwcGRjUJPJjv9WZLHp4AaABAg.9q9fXxd_1VoA3fOrkoLjte","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"resignation"}, {"id":"ytr_UgyXqu0AGU38a3H5MVZ4AaABAg.9pxFu_zWhgLA3fAO5imfI1","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"}, {"id":"ytr_UgzdmLcy44dOdN0vM3N4AaABAg.9OaK7PR8sXG9OgnhbO10FJ","responsibility":"none","reasoning":"consequentialist","policy":"regulate","emotion":"indifference"}, {"id":"ytr_Ugy-6u5XtkH_DMXs74d4AaABAg.9ORjTKQifOv9OSF7YVMPzT","responsibility":"company","reasoning":"consequentialist","policy":"liability","emotion":"outrage"}, {"id":"ytr_Ugy-6u5XtkH_DMXs74d4AaABAg.9ORjTKQifOv9OSQLJBfgfn","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"}, {"id":"ytr_Ugy-6u5XtkH_DMXs74d4AaABAg.9ORjTKQifOv9P_janyxgcS","responsibility":"distributed","reasoning":"consequentialist","policy":"regulate","emotion":"indifference"} ]