Raw LLM Responses

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Comment
I'm not a shorts "consumer", but let me tell you this: This type of issue isn't necessarily AI. As you said, I'm almost sure is a technical issue derived from reducing the data of the shorts content. They must be applying a HUGE amount of compression and have to denoise it after rescale it. In post production this kind of process is done via a median blur and a sharpening tool , and you get this kind of strange looking image. I don't think this is some obscure agenda to mislead the people.
youtube 2025-11-06T21:2…
Coding Result
DimensionValue
Responsibilitynone
Reasoningconsequentialist
Policynone
Emotionindifference
Coded at2026-04-26T19:39:26.816318
Raw LLM Response
[ {"id":"ytc_UgwggSLlHo2eZ4-izMF4AaABAg","responsibility":"company","reasoning":"unclear","policy":"unclear","emotion":"indifference"}, {"id":"ytc_UgyMl0tCpDmNQ-pSJrJ4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"indifference"}, {"id":"ytc_Ugyg7R4ETXpw2E7fcu14AaABAg","responsibility":"unclear","reasoning":"unclear","policy":"unclear","emotion":"resignation"}, {"id":"ytc_UgwqOthTAfMMS-gTKfF4AaABAg","responsibility":"user","reasoning":"consequentialist","policy":"none","emotion":"indifference"}, {"id":"ytc_Ugybjz_XLnp7leT7tmd4AaABAg","responsibility":"ai_itself","reasoning":"deontological","policy":"ban","emotion":"outrage"} ]