Raw LLM Responses

Inspect the exact model output for any coded comment.

Comment
The excellent Netflix documentary, “Coded Bias” takes a deep dive into this problem. And yes it’s a big and serious problem for AI. We can’t just “clean up” the databases that AI accesses. This also isn’t about wokeness. The bias is endemic to the data, and in many ways it’s already too late - the ship has sailed. 🫡✌🏼
youtube AI Bias 2023-01-31T06:2…
Coding Result
DimensionValue
Responsibilitydeveloper
Reasoningconsequentialist
Policyregulate
Emotionfear
Coded at2026-04-27T06:24:59.937377
Raw LLM Response
[{"id":"ytc_UgzdHfFV-I3tUX4fPWV4AaABAg","responsibility":"ai_itself","reasoning":"unclear","policy":"none","emotion":"mixed"}, {"id":"ytc_UgyBFPbgPG7-6-ZGKZR4AaABAg","responsibility":"unclear","reasoning":"deontological","policy":"none","emotion":"indifference"}, {"id":"ytc_UgxFfCqI0mPgGszm1n54AaABAg","responsibility":"developer","reasoning":"consequentialist","policy":"regulate","emotion":"outrage"}, {"id":"ytc_UgywLgcC31v7epLQj0t4AaABAg","responsibility":"ai_itself","reasoning":"unclear","policy":"none","emotion":"outrage"}, {"id":"ytc_UgxR0oetzKuTCTVVPLh4AaABAg","responsibility":"none","reasoning":"deontological","policy":"none","emotion":"indifference"}, {"id":"ytc_UgzseXzrx-B7dbajc514AaABAg","responsibility":"developer","reasoning":"consequentialist","policy":"regulate","emotion":"fear"}, {"id":"ytc_Ugz0QbVQHlug-YtalJJ4AaABAg","responsibility":"none","reasoning":"deontological","policy":"none","emotion":"outrage"}, {"id":"ytc_Ugxvrt-REd_3KFGv0_94AaABAg","responsibility":"developer","reasoning":"consequentialist","policy":"regulate","emotion":"fear"}, {"id":"ytc_UgzwUP-FDAJizmxlcYV4AaABAg","responsibility":"ai_itself","reasoning":"unclear","policy":"none","emotion":"mixed"}, {"id":"ytc_UgyvFZTMVXr-_IZtiS54AaABAg","responsibility":"developer","reasoning":"virtue","policy":"ban","emotion":"resignation"}]