Raw LLM Responses

Inspect the exact model output for any coded comment.

Comment
How about adding comments like this to obvious AI SLOP Videos and see what happens? YOUTUBE WON'T FLAG THIS AS AI SLOP OR LET US DO IT FOR THEM Try looking for videos with comments like this one when you see Sus content. You wont find many. They could easily remove most of the channels where you see "Top is selected, which means the comments are moderated, So you'll only see featured comments" which are also All Generated . These videos have a few machine generated comments (from other AI generated smurf youtube acccounts). and human comments from those that think its real or dont care. Comments about it being AI slop rarely show up because they are suppressed by the owner of the channel. Many of these channels has been operating for a while and have lots of real viewers but its all AI generated and youtube will not do anything about it or give users an opportunity to flag it. The moderators of channels that are damaged by AI SLOP could even have a pinned comment with idea in it or their own version.
youtube 2026-03-21T22:5…
Coding Result
DimensionValue
Responsibilitycompany
Reasoningconsequentialist
Policyregulate
Emotionmixed
Coded at2026-04-26T23:09:12.988011
Raw LLM Response
[{"id":"ytc_UgyU0Lx8BWl7uHHSuE54AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"regulate","emotion":"fear"}, {"id":"ytc_Ugxx9tjv-_10RxpV0Il4AaABAg","responsibility":"ai_itself","reasoning":"deontological","policy":"ban","emotion":"outrage"}, {"id":"ytc_Ugxb9j3M1ymmZAhbLTh4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"resignation"}, {"id":"ytc_UgwWZjyVVJXY3-AcBCV4AaABAg","responsibility":"company","reasoning":"virtue","policy":"liability","emotion":"outrage"}, {"id":"ytc_UgyjAm--AcyoukSmmJR4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"regulate","emotion":"mixed"}, {"id":"ytc_UgxUmM0IsByI526ldA94AaABAg","responsibility":"ai_itself","reasoning":"deontological","policy":"none","emotion":"indifference"}, {"id":"ytc_UgzV0UAuJ4qpcec5piZ4AaABAg","responsibility":"ai_itself","reasoning":"unclear","policy":"none","emotion":"mixed"}, {"id":"ytc_Ugy_65vetUS6YymdSut4AaABAg","responsibility":"none","reasoning":"virtue","policy":"none","emotion":"fear"}, {"id":"ytc_UgzZHX1ARdXGZ0GIJYR4AaABAg","responsibility":"user","reasoning":"deontological","policy":"ban","emotion":"outrage"}, {"id":"ytc_UgzDdYIukZr4vHcrF0p4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"}]