Raw LLM Responses

Inspect the exact model output for any coded comment.

Comment
This is silly! There's no Algorithmic Bias in Face Recognition, Machine Learning or AI Tools. The training sets might not have enough variance. They might not generalize well . This is common with all sorts of random systems. Increase the variance in your train sets and the problems will eventually go away.
youtube AI Bias 2017-06-27T22:4… ♥ 4
Coding Result
DimensionValue
Responsibilitydeveloper
Reasoningconsequentialist
Policyindustry_self
Emotionindifference
Coded at2026-04-27T06:26:44.938723
Raw LLM Response
[ {"id":"ytc_UgwPxutUcPDiDonA1WN4AaABAg","responsibility":"none","reasoning":"mixed","policy":"none","emotion":"outrage"}, {"id":"ytc_UgwS-XfsQ5IqoLGs_dd4AaABAg","responsibility":"government","reasoning":"consequentialist","policy":"regulate","emotion":"fear"}, {"id":"ytc_UgwGgMnNaq2k35GrX354AaABAg","responsibility":"none","reasoning":"deontological","policy":"none","emotion":"outrage"}, {"id":"ytc_UgyhvhKG5Ufd0OvMYNp4AaABAg","responsibility":"ai_itself","reasoning":"mixed","policy":"none","emotion":"indifference"}, {"id":"ytc_UgxsunCViKHRebx3cXF4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"approval"}, {"id":"ytc_UgyttYZ8wFKVtdIEKNN4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"mixed"}, {"id":"ytc_UghkNEvulaqnx3gCoAEC","responsibility":"developer","reasoning":"consequentialist","policy":"industry_self","emotion":"indifference"}, {"id":"ytc_Ugz3RS0RIXRLXTswrMR4AaABAg","responsibility":"government","reasoning":"deontological","policy":"regulate","emotion":"outrage"}, {"id":"ytc_UgxNJCRm7Da5vYSOp_R4AaABAg","responsibility":"government","reasoning":"deontological","policy":"liability","emotion":"outrage"}, {"id":"ytc_Ugxs5ztgPBg8MEkXd0J4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"resignation"} ]