Raw LLM Responses

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Doesn't reason half as well as it's given credit for. I've asked Claude to write a simple VEH + INT3 style hook in C++ and it struggled. Because that pattern doesn't show up often enough in training even though it should have more than enough knowledge of the fundamentals to use fluid intelligence to reason through its construction. Think of how you can tell when a storm is coming via intuition and pattern recognition. You aren't replacing meteorologists though because you need more than intuition and dark clouds to be useful at large when compared to professionals in the industry. The real danger is over hyping these dumb calculators and putting mounting stakes in their hands because they'll under deliver more often than not.
youtube AI Governance 2026-03-17T16:5…
Coding Result
DimensionValue
Responsibilityai_itself
Reasoningconsequentialist
Policynone
Emotionindifference
Coded at2026-04-27T06:24:53.388235
Raw LLM Response
[ {"id":"ytc_Ugz91uGXauTEdzi3b1V4AaABAg","responsibility":"user","reasoning":"deontological","policy":"none","emotion":"indifference"}, {"id":"ytc_UgxRObEasCYzSV9SQMh4AaABAg","responsibility":"developer","reasoning":"virtue","policy":"regulate","emotion":"fear"}, {"id":"ytc_UgwpufztSaHiVsBZJDt4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"industry_self","emotion":"outrage"}, {"id":"ytc_Ugzp2etfjkk-eNXB3Jl4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"none","emotion":"indifference"}, {"id":"ytc_UgxBE3Anf0EleGwv0nx4AaABAg","responsibility":"company","reasoning":"virtue","policy":"ban","emotion":"outrage"}, {"id":"ytc_UgwdRF5FGF5vJ_BKI5R4AaABAg","responsibility":"government","reasoning":"consequentialist","policy":"liability","emotion":"fear"}, {"id":"ytc_UgzaKRZCXaPF4Ae_Ey14AaABAg","responsibility":"distributed","reasoning":"mixed","policy":"regulate","emotion":"outrage"}, {"id":"ytc_UgzTxkM1mKSTB_5shrF4AaABAg","responsibility":"company","reasoning":"virtue","policy":"ban","emotion":"outrage"}, {"id":"ytc_UgwDH9aruCshjMyQsz94AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"none","emotion":"indifference"}, {"id":"ytc_Ugxv2EoHXpJBHlh34I14AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"regulate","emotion":"outrage"} ]