Raw LLM Responses

Inspect the exact model output for any coded comment.

Comment
machine learning researcher here, i wholeheartedly agree with what you said although i would absolutely avoid saying “a new neural network architecture” to solve the problem of hallucinations. At its core, deep neural networks, just like classical machine learning, approximates real-world data. That means it will always be prone to going haywire. The state-of-the-art models nowadays are more ad-hoc — they are more lightweight, less general, but very efficient for what they are designed to do. It’s no surprise that Google is able to power their AI systems with less computational resources than Facebook; they have a strong research team that pioneered the transformers that OpenAI adopted for chatGPT.
youtube AI Responsibility 2025-10-06T06:4… ♥ 9
Coding Result
DimensionValue
Responsibilitydeveloper
Reasoningconsequentialist
Policynone
Emotionindifference
Coded at2026-04-26T23:09:12.988011
Raw LLM Response
[ {"id":"ytc_UgzVfVMDT-jX8ydE6CR4AaABAg","responsibility":"developer","reasoning":"consequentialist","policy":"none","emotion":"indifference"}, {"id":"ytc_UgxOWYuHd6Rt0x-H3BB4AaABAg","responsibility":"company","reasoning":"deontological","policy":"liability","emotion":"outrage"}, {"id":"ytc_Ugz6EAMfz6VgSiUkxet4AaABAg","responsibility":"ai_itself","reasoning":"mixed","policy":"none","emotion":"indifference"}, {"id":"ytc_Ugwm767MDJH6KhiyePV4AaABAg","responsibility":"distributed","reasoning":"consequentialist","policy":"regulate","emotion":"fear"}, {"id":"ytc_UgwYoeFTxfneLzYaPrF4AaABAg","responsibility":"government","reasoning":"unclear","policy":"none","emotion":"approval"}, {"id":"ytc_Ugyv7bsTIpa9MjnwbTJ4AaABAg","responsibility":"company","reasoning":"deontological","policy":"none","emotion":"mixed"}, {"id":"ytc_UgwZgHxYz7Go8KvfJth4AaABAg","responsibility":"distributed","reasoning":"consequentialist","policy":"regulate","emotion":"fear"}, {"id":"ytc_Ugy0KG_yPEjwlnBrBth4AaABAg","responsibility":"company","reasoning":"deontological","policy":"liability","emotion":"outrage"}, {"id":"ytc_UgxR3_RpVggpXZs4uOB4AaABAg","responsibility":"developer","reasoning":"consequentialist","policy":"industry_self","emotion":"indifference"}, {"id":"ytc_Ugw2WnEQp69NcxvHX0p4AaABAg","responsibility":"developer","reasoning":"consequentialist","policy":"none","emotion":"approval"} ]