Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
G
sounds like a movie I watched a long time ago - Minority Report. creepy. Now was…
ytc_UgzC_YpIY…
G
I see a risk in facing a decline in enrollments in IT studies upon all those rec…
ytc_UgxwVza5E…
G
Why is man obsessed with inventing something to replace man?? The dumbest invent…
ytc_Ugy9LTqxJ…
G
Art was always accessible?? Ur telling me you have access to a computer/phone/ta…
ytr_UgzEcrr3v…
G
Not disagreeing with you, but just to share that today I used ChatGPT to help me…
ytc_UgwlYZNB8…
G
I wonder if future AI will know I clicked like on this video and come after me f…
ytc_UgxQ03UkP…
G
AI sounds and does things just like my ex 😂😂😂😂😂😂😂 blackmail 😆 🤣 😂 😹 😆…
ytc_UgywTEI_2…
G
Fr tho. How the heck are u gonna allow this thing do most of your work,it won't …
ytr_UgyYsZrwn…
Comment
One reason is because of how digital media works. Watch tom Scott's "why dark videos are a blocky mess" for more info, but essentially, video compression is biased towards lighter colors. Not skin colors - all colors. I believe the reasoning is people are more likely to film outside in daylight and are more likely to post videos that are brighter. This massively saves on bandwidth, but causes darker bits to be blocky. This means less information for software, like facial recognition software, to work with. There may be intentional or unintentional negative bias towards darker skin tones on top of this, but that's not I'm talking about. Google is trying to mitigate this in android 12 by default, which is nice. Honestly, cameras meant for facial recognition specifically should have the completely flat, pre-LUT look that cinematic cameras have.
youtube
AI Harm Incident
2021-08-09T20:5…
♥ 1
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | none |
| Reasoning | consequentialist |
| Policy | none |
| Emotion | mixed |
| Coded at | 2026-04-27T06:24:59.937377 |
Raw LLM Response
[{"id":"ytc_UgwDMkYypTJyH0P3HO94AaABAg","responsibility":"ai_itself","reasoning":"mixed","policy":"none","emotion":"indifference"},
{"id":"ytc_Ugz6Z6RMETQPNIOjNEl4AaABAg","responsibility":"developer","reasoning":"consequentialist","policy":"none","emotion":"fear"},
{"id":"ytc_UgyK9HNOk3dJhikWxq54AaABAg","responsibility":"ai_itself","reasoning":"deontological","policy":"none","emotion":"outrage"},
{"id":"ytc_UgxsTNWcXOYEveZpHGh4AaABAg","responsibility":"government","reasoning":"consequentialist","policy":"industry_self","emotion":"resignation"},
{"id":"ytc_UgwJv54vAOWB3wrC0p54AaABAg","responsibility":"user","reasoning":"deontological","policy":"ban","emotion":"outrage"},
{"id":"ytc_UgxTMY_KytuRGfNLXJF4AaABAg","responsibility":"ai_itself","reasoning":"deontological","policy":"none","emotion":"outrage"},
{"id":"ytc_UgzHGPhK7fO0SBylosx4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"resignation"},
{"id":"ytc_Ugzw0preJft_JgflPRZ4AaABAg","responsibility":"developer","reasoning":"deontological","policy":"ban","emotion":"outrage"},
{"id":"ytc_UgwvGu47ox-IUTKq1it4AaABAg","responsibility":"ai_itself","reasoning":"mixed","policy":"none","emotion":"indifference"},
{"id":"ytc_Ugy4ebSIqYYWGn_1Z094AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"mixed"}]