Raw LLM Responses
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AI art is untestable by its own and will die on it's own weight pretty fast actu…
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I am going to say something different here: AI is better than some devs in my co…
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Its super easy to create similar creepy responses. Preface it with "create a sho…
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Is this definitely not ai. I can’t comprehend just filming a drone carrying a bo…
ytc_Ugzj7LUon…
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Funny to hear the mechanic who would likely lose business from increased usage o…
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AI is improving exponentially, and forgive me if I don't have 100% confidence in…
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Don't forget the AI music "artists", it's everywhere to the point I'm looking to…
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we can also have some positive things with respect to security from AI if we act…
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Comment
While I don't think labeling this issue as a discrimination of minorities problem is the right approach, I suppose it's a valid point to further improve ML algorithms.
However, this has nothing to do with how cameras work but is rather a problem of choosing the right training data, which every serious data scientist will know. The problem there is that we deal with millions of images and those represent the internet (which is mostly Caucasian/ Asian).
Solving this problem is also not as easy, since we'd have to categorize faces first and then down/ up-sample, where both may not lead to the desired result. Since there will always be less data from minorities this might always be a problem we have to deal with - at least to some extent.
It's the same problem with languages, English Speech Recognition is far superior than any other language since there is much more (high quality) English training data available digitally.
Nobody wants to discriminate other languages but it's just how ML works.
youtube
2017-04-01T12:3…
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | developer |
| Reasoning | consequentialist |
| Policy | none |
| Emotion | indifference |
| Coded at | 2026-04-27T06:26:44.938723 |
Raw LLM Response
[
{"id":"ytr_Ugg0P6eSGamgZ3gCoAEC.8QhnIMktLiH9a-AXDRTVjt","responsibility":"developer","reasoning":"consequentialist","policy":"none","emotion":"indifference"},
{"id":"ytr_UgiT1xsLd-RVXXgCoAEC.8Qhe7QOhJJs8Qnpdhgq7-h","responsibility":"none","reasoning":"mixed","policy":"none","emotion":"approval"},
{"id":"ytr_UgjDVtJYNFAdZHgCoAEC.8QhcibrfBWE8QkXIqvGXGI","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"},
{"id":"ytr_UgjDVtJYNFAdZHgCoAEC.8QhcibrfBWE8SEoKv05fkF","responsibility":"developer","reasoning":"consequentialist","policy":"none","emotion":"approval"},
{"id":"ytr_Uggvke99CupQLXgCoAEC.8QhbB3CvNAk94ecA4DJD2z","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"indifference"},
{"id":"ytr_UgiJyUNV5Tmua3gCoAEC.8Qha7yM-idF8QheEFt9-xY","responsibility":"developer","reasoning":"consequentialist","policy":"none","emotion":"approval"},
{"id":"ytr_Ugg2jSZwDwP8XngCoAEC.8Qh_lYSf2Vb8Qhmze2pafh","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"},
{"id":"ytr_Ugh5xF2Y018o4XgCoAEC.8Qh_Zubxgoo8QheN_DUxBw","responsibility":"none","reasoning":"mixed","policy":"none","emotion":"outrage"},
{"id":"ytr_UgiiE7_tTNiTQ3gCoAEC.8Qh_Q8oFG358QoS8suc1FC","responsibility":"developer","reasoning":"consequentialist","policy":"none","emotion":"indifference"},
{"id":"ytr_UghYxMscACI7AXgCoAEC.8Qh_MON5kdg8QhhOZUeRRF","responsibility":"developer","reasoning":"consequentialist","policy":"none","emotion":"approval"}
]