Raw LLM Responses
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G
I don't think we should take the idea that robots will make more mistakes than p…
ytc_UgzBu3ZmF…
G
I love all of these answers that amount to “just do manual labor for the rest of…
rdc_ohn170k
G
I haven't heard any 'exposure' during one and a half hours. Putting EXPOSES in t…
ytc_Ugxk1OfYY…
G
Ai art going too far? If anything it seems to me it's just people going too far …
ytc_Ugyb1cGXd…
G
i seen strong evidence that ai generators or scammers that abuse ai generators t…
ytc_Ugw10P_5w…
G
- Don't have debts
- Buy a robot for the work
- Invest in real estate or in the …
ytc_Ugz46YctE…
G
if tech companies didnt download billions of hand-drawn images created (with pen…
ytc_Ugzxp76Vq…
G
There is more meanig to those terminator movies than just killing humans. It for…
ytc_Ugz76W5pw…
Comment
So it should be noted that not all examples of bias in AI are the same. Some such as medical ones are often not solely race based one but instead things that are physical features that then are exaggerated by are own social structures of race. Aka the problem is that it wasn't designed well enough to account for a physical feature and we are interpreting and exageratting that through the lens of race because it creates a larger bias for that segment of the population. Other of these examples are actually examples of systematic bias not in the AI but in our own society or to some degree in trends that may be in fact accurate in a sense yet represent a systematic bias.
I see these aspect get talked about a lot but an aspect I don't get see talked about enough is that many of these aspects are actually potentially being aided by anti-ai and anti racism efforts too. For example, when a person builds a AI and attempts to make it more inclusive they are also indirectly redefing what "black" is for that ai to fit with the social definition and thus we should be careful with this as it ironically can work against the exact efforts it means to and in fact cement race as a concept in AI. As well AI often is instead picking up on our own systematic trends and we can in fact use it to analyze our own system in society too and understanding that may be also what we need to do to build better ai
youtube
AI Bias
2022-12-23T02:5…
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | developer |
| Reasoning | mixed |
| Policy | regulate |
| Emotion | approval |
| Coded at | 2026-04-27T06:24:59.937377 |
Raw LLM Response
[
{"id":"ytc_Ugy4KxxlERLxFGZMUWh4AaABAg","responsibility":"ai_itself","reasoning":"mixed","policy":"ban","emotion":"outrage"},
{"id":"ytc_UgzUcODYWYp-tY58Io54AaABAg","responsibility":"distributed","reasoning":"consequentialist","policy":"liability","emotion":"fear"},
{"id":"ytc_UgzFUTkKwQHGBKpm6sF4AaABAg","responsibility":"developer","reasoning":"deontological","policy":"regulate","emotion":"mixed"},
{"id":"ytc_Ugx9DeRcqUWLuH0dYJR4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"unclear","emotion":"indifference"},
{"id":"ytc_UgzvbpkVuvhybFwv6W14AaABAg","responsibility":"developer","reasoning":"mixed","policy":"regulate","emotion":"approval"},
{"id":"ytc_UgztGp6E7FEMmR0KZIh4AaABAg","responsibility":"distributed","reasoning":"consequentialist","policy":"industry_self","emotion":"resignation"},
{"id":"ytc_Ugwl8tB54vBUAuDJu6x4AaABAg","responsibility":"company","reasoning":"virtue","policy":"regulate","emotion":"outrage"},
{"id":"ytc_UgzceN63p7Wjwiatmyl4AaABAg","responsibility":"user","reasoning":"deontological","policy":"ban","emotion":"fear"},
{"id":"ytc_UgzA57hfAzVHCz2j3RB4AaABAg","responsibility":"developer","reasoning":"mixed","policy":"unclear","emotion":"resignation"},
{"id":"ytc_UgxqphEyrIMxHIdGY1V4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"unclear","emotion":"mixed"}
]