Raw LLM Responses

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Oops… recent data from industries that have adopted AI…. It hasn’t increased productivity because it cannot be trusted to be 100% accurate. And, oops you have to have a person verify it all cause you don’t know where the 10% of hallucinations will be located. LLM which is the only AI working model has a baked in bias for fluency over accuracy. Think about that…it will lie if the lie is more esthetically pleasing. You do not want that doing your filing! Or interpreting your latest medical procedure. LLM is being quietly removed from most applications because it doesn’t have the reliability required for most jobs. But..creating pictures? Great. Writing decent prose? Great. Handling facts…not so much
youtube AI Governance 2025-10-03T22:5…
Coding Result
DimensionValue
Responsibilitydeveloper
Reasoningdeontological
Policyregulate
Emotionoutrage
Coded at2026-04-26T23:09:12.988011
Raw LLM Response
[ {"id":"ytc_Ugy0-y-hREOS9YQLiaN4AaABAg","responsibility":"company","reasoning":"deontological","policy":"regulate","emotion":"outrage"}, {"id":"ytc_Ugw8HLJqLCWLI9STEZN4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"liability","emotion":"fear"}, {"id":"ytc_UgzGLAuHy-JBVmEECc94AaABAg","responsibility":"developer","reasoning":"consequentialist","policy":"regulate","emotion":"fear"}, {"id":"ytc_UgxxVI0NtqaA59MikKZ4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"liability","emotion":"fear"}, {"id":"ytc_Ugy3JSFzKB9oMvK4ePd4AaABAg","responsibility":"unclear","reasoning":"unclear","policy":"unclear","emotion":"resignation"}, {"id":"ytc_Ugz2ZCaKC9Ma8rOmrVt4AaABAg","responsibility":"none","reasoning":"deontological","policy":"none","emotion":"outrage"}, {"id":"ytc_UgxUX0YfgniL1Pvz17N4AaABAg","responsibility":"ai_itself","reasoning":"virtue","policy":"none","emotion":"approval"}, {"id":"ytc_UgykTdQkwlw7IEFKbC14AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"}, {"id":"ytc_UgzlTm6ntMyvqiHBg554AaABAg","responsibility":"developer","reasoning":"deontological","policy":"regulate","emotion":"outrage"}, {"id":"ytc_UgxW8S473hmWW_IBL_B4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"unclear","emotion":"fear"} ]