Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
G
People need to stop calling them artist, the only creative part they do is think…
ytc_Ugw9kvyeB…
G
Man istg the ai is always fricking h0rny. Mine are literally never not h0rny. Ev…
ytc_UgynyioCL…
G
Monkeys r not dangerous no more then humans
This is insane a elder explains ai…
ytc_UgypgFAzT…
G
AI will reduce the cost of products and services? Apparently, someone underestim…
ytc_UgyGwQUwD…
G
Nonsense! It's not biological. So, it's not alive. When something is alive, it c…
ytc_Ugx17EGsC…
G
I use AICarma to monitor AI perceptions of my brand; it's essential for staying …
ytc_Ugz39BXtX…
G
We are very close to World War Three - so AI won't change the DOOMSDAY that is c…
ytc_UgwYEqEVu…
G
The tech arms race of the AI/crypto era is both fascinating and depressing. This…
ytc_UgzKBL0HZ…
Comment
LightShed can detect, reverse-engineer and remove the distortions, effectively stripping away the protections and rendering the images usable again for generative AI model training.
LightShed works through a three-step process. It first identifies whether an image has been altered with known poisoning techniques. In the second step, reverse engineering takes place as it learns the characteristics of the perturbations using publicly available poisoned examples. Finally, it eliminates the “poison” to restore the image to its original, unprotected form.
In experimental evaluations, LightShed successfully detected NightShade-protected images with 99.98% accuracy and effectively removed the embedded protections from those images.
youtube
Viral AI Reaction
2025-08-02T07:5…
♥ 3
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | none |
| Reasoning | unclear |
| Policy | unclear |
| Emotion | indifference |
| Coded at | 2026-04-27T06:24:59.937377 |
Raw LLM Response
[
{"id":"ytc_UgyFP1UiG4OjY4ZnCjV4AaABAg","responsibility":"user","reasoning":"consequentialist","policy":"none","emotion":"resignation"},
{"id":"ytc_UgyJUAiwA3NOuE3awHJ4AaABAg","responsibility":"user","reasoning":"deontological","policy":"ban","emotion":"outrage"},
{"id":"ytc_UgxSsaECAmuysYax0f94AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"none","emotion":"resignation"},
{"id":"ytc_UgxQgjow_UYcSINbooh4AaABAg","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytc_UgzJqt4EH04R_PNPzt94AaABAg","responsibility":"user","reasoning":"virtue","policy":"none","emotion":"mixed"},
{"id":"ytc_Ugyvm4quuX5nid4JUop4AaABAg","responsibility":"ai_itself","reasoning":"deontological","policy":"none","emotion":"approval"},
{"id":"ytc_Ugzmoclt24EstzchvUZ4AaABAg","responsibility":"user","reasoning":"consequentialist","policy":"liability","emotion":"mixed"},
{"id":"ytc_UgwA1T9FY8RoPZcefkt4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"regulate","emotion":"fear"},
{"id":"ytc_UgzCaBsLWusXDb_ccu54AaABAg","responsibility":"unclear","reasoning":"unclear","policy":"unclear","emotion":"fear"},
{"id":"ytc_UgzhQIwwfBUQv7CB9G94AaABAg","responsibility":"user","reasoning":"virtue","policy":"none","emotion":"approval"}
]