Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
G
Love your conversations on the podcast. Just curious what you plan to do with a…
ytc_Ugyp7lw2B…
G
Guys! Stop mocking ai artists! That’s mean! The ai is trying its best okay?! /j…
ytc_Ugyv7UXz0…
G
I think we have to distinguish between LLMs and "real" AI... There used to be a …
ytc_Ugz7Pvxfq…
G
imagine not knowing how the brain works or what consciousness is but being confi…
ytr_UgyXq19Z7…
G
14:45 so.... he hasn't considered the effects of his actions for his grandchildr…
ytc_UgxpTackW…
G
I've talked about this for years, but no one seems to care and most people are u…
ytc_UgzoHYn5z…
G
I honestly feel really bad for young artists today. When I started to learn I wa…
ytc_UgxZQKDHi…
G
I consider AI Art to be a Black Market. I donate blood to help save peoples live…
ytc_Ugxd5oxtB…
Comment
racism is pattern recognition. Doesn't mean the pattern isn't made of junk data.
The AI was fed data that broke down people by ethnicity. Problem is that ethnicity isn't a factor in crime, economics is.
Ethnicity is however a factor in economics because race has been used to discriminate against populations for centuries. For example, black populations were never really allowed to build generational wealth, thus they remained poorer on average.
essentially, either the AI is looking at race instead of income, or is looking at race AND income. Likely is the latter.
Essentially if your black you're likely to be poor.
SO,
Poor black, gets you two points for being poor.
Rich black, gets you 1 point for being poor even if you're not.
Poor White, Gets you 1 point.
Rich White, gets you 0 points.
PB 2 point <- 50% probability criminal
RB 1 point <- 25% Probability criminal
PW 1 point <- 25% Probability criminal
RW 0 point <- 0%
The only way to fix the algorithm is to ignore race because race doesn't exist. It is not possible for it to be a factor in crime because crime is something people choose to do.
Its only effective for economics because economics is an interaction between two parties, and if one of them is biased against skin color the other is effected by no fault of their own.
youtube
AI Bias
2023-01-12T23:5…
♥ 81
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | distributed |
| Reasoning | consequentialist |
| Policy | regulate |
| Emotion | resignation |
| Coded at | 2026-04-27T06:26:44.938723 |
Raw LLM Response
[
{"id":"ytr_UgxvMCrGfPWGK5Ej5Np4AaABAg.9kd0zYDQ3bT9lFJUOvwOkK","responsibility":"developer","reasoning":"consequentialist","policy":"liability","emotion":"outrage"},
{"id":"ytr_UgwS1I82tXxLdesOReh4AaABAg.9kcDJt7H23S9knxA4uD1u8","responsibility":"ai_itself","reasoning":"deontological","policy":"none","emotion":"mixed"},
{"id":"ytr_Ugx1IsLx4Q_ugyyTBGl4AaABAg.9ka1TveloCw9knu0G_WmHE","responsibility":"distributed","reasoning":"consequentialist","policy":"regulate","emotion":"resignation"},
{"id":"ytr_UgzBjlz0lpmbVQeriKN4AaABAg.9kUZbb54QvU9l8pl5dlS_6","responsibility":"user","reasoning":"consequentialist","policy":"industry_self","emotion":"indifference"},
{"id":"ytr_Ugx7nRJlgPUz-cLdH5F4AaABAg.9kT4lwiExTK9kuz2TLlXvA","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"outrage"},
{"id":"ytr_UgxII6y1lrMh1L4wMWN4AaABAg.9kQs7gjkIcz9kbu1MPt8CF","responsibility":"developer","reasoning":"consequentialist","policy":"liability","emotion":"fear"},
{"id":"ytr_Ugw2BlAeMuSaNsVuQyV4AaABAg.9kQHdne6_BU9kQbaOu5wGR","responsibility":"distributed","reasoning":"consequentialist","policy":"regulate","emotion":"resignation"},
{"id":"ytr_Ugw2BlAeMuSaNsVuQyV4AaABAg.9kQHdne6_BU9kQlbmE709J","responsibility":"user","reasoning":"deontological","policy":"ban","emotion":"outrage"},
{"id":"ytr_Ugw2BlAeMuSaNsVuQyV4AaABAg.9kQHdne6_BU9kcTO4xim0c","responsibility":"distributed","reasoning":"consequentialist","policy":"regulate","emotion":"resignation"},
{"id":"ytr_UgxbdrOCN3zU2hvi7nR4AaABAg.9kMz5LqCqby9l-JhBxbvGX","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"outrage"}
]