Raw LLM Responses

Inspect the exact model output for any coded comment.

Comment
1:10 in Hao nails the fact that LLMs are probabilistic - LLMs will never get to 100% accuracy and their context windows have to be managed a very specific way so as a dev I fully agree with her that it's the combo of a human with great experience/skill, along with a great LLM assistant that can create fantastic productivity today. High level jobs will stay safe - until LLMs are replaced
youtube 2026-04-21T06:1…
Coding Result
DimensionValue
Responsibilitynone
Reasoningconsequentialist
Policynone
Emotionapproval
Coded at2026-04-27T06:24:59.937377
Raw LLM Response
[ {"id":"ytc_UgwK7O_Unf6ckgZPKhR4AaABAg","responsibility":"ai_itself","reasoning":"mixed","policy":"unclear","emotion":"mixed"}, {"id":"ytc_Ugx_0r9ymZ0O6rojw9p4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"unclear","emotion":"fear"}, {"id":"ytc_UgyvAkIrL5tfWFPS1iZ4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"resignation"}, {"id":"ytc_UgxXyeO2ZzzR8b80zt94AaABAg","responsibility":"company","reasoning":"deontological","policy":"regulate","emotion":"outrage"}, {"id":"ytc_UgwNv1QpEK0MtH--Cip4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"}, {"id":"ytc_UgwcJ60jOum6gPtx-vR4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"liability","emotion":"mixed"}, {"id":"ytc_Ugzvu4RXSfCd_M__X-Z4AaABAg","responsibility":"company","reasoning":"deontological","policy":"ban","emotion":"outrage"}, {"id":"ytc_Ugz9JCEk7T7ByrGStS94AaABAg","responsibility":"none","reasoning":"virtue","policy":"regulate","emotion":"mixed"}, {"id":"ytc_UgxyaSusL1GzGLC0jCd4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"unclear","emotion":"fear"}, {"id":"ytc_UgwX_NvLCR1iKxSqs6d4AaABAg","responsibility":"ai_itself","reasoning":"mixed","policy":"unclear","emotion":"mixed"} ]