Raw LLM Responses
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G
AI is child's play compared to global telepathic symbiosis of the entire human r…
ytc_UgztU4KVW…
G
All AI uses should be opt in, not opt out. Word stripped of AI should be one lev…
ytc_UgyDMSwu2…
G
That's exactly why programmers need to adopt AI guided development to improve th…
ytr_UgyCFP4Of…
G
I remember when I got mad I yelled at Chatgpt for interupting and not fully list…
ytc_UgyttGKIT…
G
Lol. Okay, if you define customer service jobs simply as call center roles then …
ytc_Ugxl9wwq5…
G
Yes and we are actually currently facing the opposite concern. Because of the he…
rdc_o9y0ohl
G
AI has been slowly stealing jobs since the day it was born. But why was I supris…
ytc_UgwaqI0Eq…
G
If AI takes everyone's job wheres the consumer? If everyone is on universal basi…
ytc_UgwEJFzEg…
Comment
The software learns by being exposed to different faces, then getting feedback on the accuracy of the resulting recognition. Obviously the programmers didn't expose the AI to enough black, particularly black female faces for it to reliably work. Was this purposely done? Probably not, but it does show an implicit bias or shortcoming of the production team.
youtube
AI Bias
2021-04-10T15:3…
♥ 2
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | developer |
| Reasoning | consequentialist |
| Policy | unclear |
| Emotion | mixed |
| Coded at | 2026-04-27T06:26:44.938723 |
Raw LLM Response
[
{"id":"ytr_UgyaDspV6JYiRbxkdfZ4AaABAg.96ucEgUMLID9KaZHHkXLx1","responsibility":"developer","reasoning":"consequentialist","policy":"none","emotion":"indifference"},
{"id":"ytr_UgyaDspV6JYiRbxkdfZ4AaABAg.96ucEgUMLID9Lr8Np78JO3","responsibility":"developer","reasoning":"deontological","policy":"unclear","emotion":"outrage"},
{"id":"ytr_UgyaDspV6JYiRbxkdfZ4AaABAg.96ucEgUMLID9LxuKQ4D3kX","responsibility":"developer","reasoning":"consequentialist","policy":"unclear","emotion":"mixed"},
{"id":"ytr_UgxWWyGsi0n9aHSxxWR4AaABAg.94Y2gCM9Akg9KaY_Qph_AX","responsibility":"user","reasoning":"consequentialist","policy":"none","emotion":"indifference"},
{"id":"ytr_UgxWWyGsi0n9aHSxxWR4AaABAg.94Y2gCM9Akg9KaZ3WwrAgx","responsibility":"developer","reasoning":"deontological","policy":"regulate","emotion":"outrage"},
{"id":"ytr_UgwK3EqKfQc-0LjWXpx4AaABAg.94SV7er-73R9GAFu4xGCdS","responsibility":"user","reasoning":"virtue","policy":"industry_self","emotion":"approval"},
{"id":"ytr_UgxpsCrF3p4jltD73EN4AaABAg.94RLJnSmtH_94TEh8TiNzB","responsibility":"ai_itself","reasoning":"consequentialist","policy":"ban","emotion":"fear"},
{"id":"ytr_Ugwr52N5bMB-XrscXMZ4AaABAg.94R8K4AGNd794RoVshi5LK","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"},
{"id":"ytr_UgxVKVGwgdWiiotOZkd4AaABAg.94QezYNq4pc9KaZxiD1O5z","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"mixed"},
{"id":"ytr_UgxIa2lOOkHPuX4jNTh4AaABAg.94QYlo9oRCy9KaYNi2u2U8","responsibility":"none","reasoning":"deontological","policy":"none","emotion":"indifference"}
]