Raw LLM Responses

Inspect the exact model output for any coded comment.

Comment
You are absolutely correct about labeling of data being a core problem. Comma AI are a company worth checking out for their end-to-end approach. Rather than hand-holding the AI with "this is a car; this is a bike; stop if about to hit car", they removed labels entirely and simply say "learn what humans do in this situation", through the use of massive amounts of driver footage. They also have driver monitoring that knows where you are looking, detecting if you pick up your phone or look at a passenger.
youtube AI Harm Incident 2022-09-12T11:0… ♥ 39
Coding Result
DimensionValue
Responsibilitynone
Reasoningmixed
Policyindustry_self
Emotionapproval
Coded at2026-04-27T06:24:59.937377
Raw LLM Response
[ {"id":"ytc_UgzuDyEE__d7i3aB1N54AaABAg","responsibility":"none","reasoning":"mixed","policy":"industry_self","emotion":"approval"}, {"id":"ytc_UgxYgTPwEHd-etqCGPN4AaABAg","responsibility":"user","reasoning":"consequentialist","policy":"none","emotion":"indifference"}, {"id":"ytc_Ugws3zajWGwX1wYUeKd4AaABAg","responsibility":"user","reasoning":"deontological","policy":"liability","emotion":"fear"}, {"id":"ytc_UgxPT1uwJgKBKos_87V4AaABAg","responsibility":"distributed","reasoning":"consequentialist","policy":"none","emotion":"indifference"}, {"id":"ytc_UgyRvW6Iae-LMJfkZzt4AaABAg","responsibility":"company","reasoning":"deontological","policy":"ban","emotion":"outrage"}, {"id":"ytc_UgxpAuTXrnb-wKhwjwl4AaABAg","responsibility":"company","reasoning":"virtue","policy":"regulate","emotion":"outrage"}, {"id":"ytc_Ugzwj0UjpgLVlMob-cl4AaABAg","responsibility":"company","reasoning":"deontological","policy":"ban","emotion":"outrage"}, {"id":"ytc_UgxrYlmt2lhG5glTx9h4AaABAg","responsibility":"company","reasoning":"virtue","policy":"ban","emotion":"outrage"}, {"id":"ytc_UgxHjf_i9lUTPospV-R4AaABAg","responsibility":"none","reasoning":"mixed","policy":"industry_self","emotion":"approval"}, {"id":"ytc_UgzSR7Gw7MnqlqgQVLt4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"none","emotion":"resignation"} ]