Raw LLM Responses

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Re: How the model prioritizes, I think the word they're looking for is heuristics (common term in literature). In other words, defining the rule that says "Yes you trained well!" The biggest problem with training is developing a sensible heuristic. Model parameters and architecture affect training efficiency and fit, but models basically gamify whatever the creator says gives it highest score. If lying is the optimal way to score better, then it will do that. So if our scoring system says we want better similarity between the generated text and training text, then it will do that by whatever means gets the score the highest. Mathematically modeling correctness and humanness of text is not an easy thing. (Disclaimer, I am a PhD student that uses machine learning but not an LLM researcher)
youtube AI Moral Status 2025-11-12T19:0…
Coding Result
DimensionValue
Responsibilitydeveloper
Reasoningconsequentialist
Policynone
Emotionindifference
Coded at2026-04-26T23:09:12.988011
Raw LLM Response
[ {"id":"ytc_UgylT8svfl2oMUW4U-F4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"indifference"}, {"id":"ytc_UgyLfTtZm68taB7U9cp4AaABAg","responsibility":"company","reasoning":"virtue","policy":"none","emotion":"outrage"}, {"id":"ytc_UgxN-eoii1kT-akvwbF4AaABAg","responsibility":"developer","reasoning":"mixed","policy":"none","emotion":"approval"}, {"id":"ytc_Ugyxl84xUl_8ihgo6Oh4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"none","emotion":"indifference"}, {"id":"ytc_UgyI7zZSTLvif6F1Eex4AaABAg","responsibility":"developer","reasoning":"consequentialist","policy":"none","emotion":"indifference"}, {"id":"ytc_Ugy_r8BM6oN8TggtiKZ4AaABAg","responsibility":"ai_itself","reasoning":"mixed","policy":"none","emotion":"approval"}, {"id":"ytc_Ugw-fujppI_piFchIax4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"none","emotion":"fear"}, {"id":"ytc_UgwpWiqiuGSZK0WrC594AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"mixed"}, {"id":"ytc_UgzoqF7ccItFYIIxCMl4AaABAg","responsibility":"none","reasoning":"mixed","policy":"none","emotion":"approval"}, {"id":"ytc_Ugxj-Qku7l1HM-CHoU94AaABAg","responsibility":"distributed","reasoning":"consequentialist","policy":"regulate","emotion":"fear"} ]