Raw LLM Responses

Inspect the exact model output for any coded comment.

Look up by comment ID
Random samples — click to inspect
G Honestly speaking, computer science is not for everyone, true computer science i… ytr_UgwkZZ5-m… G I genuinely wish that instead of the AI bot ‘feeling emotions’ it would instead … ytc_Ugzgc-fhX… G I've noticed the characters in these videos constantly conclude their talk with … rdc_mucd90a G Before AI: you need alot of work to make an animation Now: you just need an ide… ytc_UgzejSbk2… G this whole , well people will harness it and make loads of money.. umm.. no a ve… ytc_UgzH3QcwB… G dont bother, paint your face in geometric patterns or urban camo patterns to sto… rdc_efildd8 G You know when someone like your parents gets a niche gadget and say "its gonna c… ytc_UgwelOfII… G Everyone blaming just the scammer and/or the AI but not the parents/web services… ytc_UgzVsSmPj…
Comment
The pattern of companies rushing to replace humans with AI and then backtracking is exactly what happened with offshoring two decades ago. I mapped these failed automation cycles on Logic Atlas and the common thread is always underestimating how much tacit knowledge sits in the handoffs between tasks rather than in the tasks themselves.
youtube 2026-02-22T17:1…
Coding Result
DimensionValue
Responsibilitycompany
Reasoningconsequentialist
Policyindustry_self
Emotionmixed
Coded at2026-04-27T06:26:44.938723
Raw LLM Response
[ {"id":"ytc_Ugy4Gl0-QzttN2ncmAh4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"}, {"id":"ytc_Ugz2YqcI89mFS7_1D_N4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"}, {"id":"ytc_UgydeASAQuYUNpcFPKd4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"regulate","emotion":"approval"}, {"id":"ytc_UgyGGmGAUq13n3spUqR4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"industry_self","emotion":"mixed"}, {"id":"ytc_Ugyn3rpw2-l5DWlDunB4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"ban","emotion":"outrage"}, {"id":"ytc_UgycD-PIUf80DxlMTBV4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"regulate","emotion":"fear"}, {"id":"ytc_Ugy93MBS7zcRQOBxYpJ4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"resignation"}, {"id":"ytc_UgyFUVaJFtx6jMC-AKV4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"liability","emotion":"outrage"}, {"id":"ytc_Ugw5JtxYO644lQLlRyR4AaABAg","responsibility":"developer","reasoning":"deontological","policy":"regulate","emotion":"outrage"}, {"id":"ytc_UgxVwD08qFJGPH_fnT14AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"none","emotion":"resignation"} ]