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Comment

3:06, this methodology seems so flawed. If you only vary one thing between accounts, then of course the algorithm will differentiate by this one thing. The algorithm might be picking up on a lot of different stuff, but because you only alter one piece of behaviour, that will be the only signal.

youtube AI Bias 2021-07-30T13:2… ♥ 5

Coding Result

Dimension	Value
Responsibility	none
Reasoning	mixed
Policy	unclear
Emotion	mixed
Coded at	2026-04-27T06:26:44.938723

Raw LLM Response

[
{"id":"ytc_UgyVwLIa5vN_HFQxo7V4AaABAg","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytc_UgxuGpUP_QNd5EjOdyJ4AaABAg","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytc_UgxJU7AfOg7kypY8pft4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"liability","emotion":"outrage"},
{"id":"ytc_UgygaurAOeNket3ODIl4AaABAg","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"mixed"},
{"id":"ytc_Ugy003AXDpv3FxY7Wnt4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"ban","emotion":"fear"},
{"id":"ytc_UgzAGx_0fDPvVH_lGCd4AaABAg","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytc_UgwheXLLmFNn207ztbN4AaABAg","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"mixed"},
{"id":"ytc_UgwV9525C-tyiL1u1i94AaABAg","responsibility":"company","reasoning":"deontological","policy":"unclear","emotion":"outrage"},
{"id":"ytc_UgxS9Oe7KtBKThXD7Q14AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"liability","emotion":"outrage"},
{"id":"ytc_Ugztqb8C4qX2nL3-R0h4AaABAg","responsibility":"none","reasoning":"mixed","policy":"unclear","emotion":"mixed"}
]

Raw LLM Responses