Raw LLM Responses
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Imagine ai over taking control from Putin Thrump and the Chinese and spank their…
ytc_UgzZlmR5e…
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Claude and I reallt bonded by the end of this video. Seems like a chill guy. He'…
ytc_UgyFSiFfE…
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Nah, AI sucks at anything that's not the easy set of tasks that any monkey can f…
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Are you trying to tell me that you’re not responsible enough that if AI is makin…
ytr_UgzV0owlo…
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The one who are making this ai generator are the biggest company like openai, go…
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@minal9478 not like that bro ...
In Artificial intelligence Algorithms ... The …
ytr_UgwXm45MJ…
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Nah he looks like an Incel. He probably watched HER too many times and started t…
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He is is right that AI could increase inequality if we let a few people control …
ytc_UgyR6oJXm…
Comment
This isn't an "algorithmic bias", and it's not just a question of training data, it's physics and biology: different colorations serve different purposes. Darker colorations function better for camouflage and protection. Lighter colorations function better for social interactions, signaling, and warning. In humans light colorations facilitate detecting faces and reading emotions; that's why mimes and actors of any race usually paint their faces a brilliant white. This is not something any machine learning algorithm can change, no matter how much training data you give it.
Algorithms that recognize white faces preferentially to black faces are no more biased than the sun that burns white skin preferentially to black skin. And like light skinned people need to put on sunscreen in order to mitigate negative effects of their skin color, if you want to be more easily recognized by algorithms, you have little choice but to use makeup to enhance the contrast between your skin and your facial features.
youtube
AI Bias
2018-02-11T18:1…
♥ 11
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | none |
| Reasoning | consequentialist |
| Policy | none |
| Emotion | mixed |
| Coded at | 2026-04-27T06:26:44.938723 |
Raw LLM Response
[
{"id":"ytc_UgwPxutUcPDiDonA1WN4AaABAg","responsibility":"none","reasoning":"mixed","policy":"none","emotion":"outrage"},
{"id":"ytc_UgwS-XfsQ5IqoLGs_dd4AaABAg","responsibility":"government","reasoning":"consequentialist","policy":"regulate","emotion":"fear"},
{"id":"ytc_UgwGgMnNaq2k35GrX354AaABAg","responsibility":"none","reasoning":"deontological","policy":"none","emotion":"outrage"},
{"id":"ytc_UgyhvhKG5Ufd0OvMYNp4AaABAg","responsibility":"ai_itself","reasoning":"mixed","policy":"none","emotion":"indifference"},
{"id":"ytc_UgxsunCViKHRebx3cXF4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"approval"},
{"id":"ytc_UgyttYZ8wFKVtdIEKNN4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"mixed"},
{"id":"ytc_UghkNEvulaqnx3gCoAEC","responsibility":"developer","reasoning":"consequentialist","policy":"industry_self","emotion":"indifference"},
{"id":"ytc_Ugz3RS0RIXRLXTswrMR4AaABAg","responsibility":"government","reasoning":"deontological","policy":"regulate","emotion":"outrage"},
{"id":"ytc_UgxNJCRm7Da5vYSOp_R4AaABAg","responsibility":"government","reasoning":"deontological","policy":"liability","emotion":"outrage"},
{"id":"ytc_Ugxs5ztgPBg8MEkXd0J4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"resignation"}
]