Raw LLM Responses

Inspect the exact model output for any coded comment.

Comment
I love how these comments are either extremely in favour or extremely against AI in coding. Hilarious. The reality is it performs great in many programming tasks you ask it. Claude + cursor combo does wonders. But it's definitely not perfect at all. Especially given in the hands of junior devs, I think it's a bit dangerous. Models tend to hallucinate and sometimes loop infinitely over a question. It also changes unneccessary pieces of codes. Sometimes it doesn't clearly understand a prompt, or only partly does the job and you need to point it out what it did wrong, despite the fact there is a clear input and output example. It remains token prediction, so there will always be a piece of randomness unfortunately. But in all fairness, it does great it in a large majority of cases so far with minimal reprompting. The quality of the prompting and properly contextualizing what you want plays a huge role as well.
youtube 2025-08-07T23:1…
Coding Result
DimensionValue
Responsibilitydistributed
Reasoningmixed
Policynone
Emotionindifference
Coded at2026-04-26T23:09:12.988011
Raw LLM Response
[ {"id":"ytc_UgwOaYclmw6hzZ9aic54AaABAg","responsibility":"developer","reasoning":"consequentialist","policy":"none","emotion":"indifference"}, {"id":"ytc_UgwImB_UQIWaT7aUieN4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"regulate","emotion":"outrage"}, {"id":"ytc_Ugz5XKlvRBxYvjBbOKl4AaABAg","responsibility":"user","reasoning":"virtue","policy":"none","emotion":"approval"}, {"id":"ytc_Ugyf83Zqk0RZXi6jazR4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"resignation"}, {"id":"ytc_UgzbDaqE3pquBYHMa7B4AaABAg","responsibility":"user","reasoning":"virtue","policy":"industry_self","emotion":"approval"}, {"id":"ytc_UgxP7z-Nvn2yWQJ0lGN4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"none","emotion":"fear"}, {"id":"ytc_UgxOkCaNsg8y2fhyyx94AaABAg","responsibility":"developer","reasoning":"deontological","policy":"liability","emotion":"indifference"}, {"id":"ytc_UgwIuOVCDESs38qQz2R4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"regulate","emotion":"fear"}, {"id":"ytc_UgxQmh8pi6kudxygF-Z4AaABAg","responsibility":"distributed","reasoning":"mixed","policy":"none","emotion":"indifference"}, {"id":"ytc_Ugxdw08m8QRVwcMB8dB4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"none","emotion":"approval"} ]