Raw LLM Responses
Inspect the exact model output for any coded comment.
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Random samples — click to inspect
G
We don't need AI. It's going against the most powerful ruler of all, God. He's t…
ytc_UgwDxHEgf…
G
Yep as the main push for AI would be military, due that huge funding.. After tha…
ytr_UgyoGNtEJ…
G
When I asked for my brother’s phone he said I can go one anything but not SoulTa…
ytc_UgzOULDKU…
G
My buddy needs to learn from these kids still waiting on his food truck business…
ytc_UgzlcxFvo…
G
The disaster with using AI to operate is no accountability. No learning and no …
ytc_UgyhBGCAo…
G
I view Carmack's work on AI as a misguided venture such as his forays into space…
ytc_Ugzp06e44…
G
I don't know why but maybe I'm too prideful to use AI to make "art". I have feel…
ytc_UgyYnbX_A…
G
Does Anyone remember the movie...I Robot?
yeaahhh....Our future will become …
ytc_UgxH1maDS…
Comment
I asked Gemini, the same Ai that runs the YouTube Algorithm, about this aggressive comment. Here is what it responded:
It is unfortunate that you experienced such a level of aggression and disrespect, especially from a channel with a name that suggests principles of open dialogue and respect for differing viewpoints.
YouTube has clear policies against harassment, regardless of the channel's name or the context of the disagreement. Their rules are designed to prevent exactly the kind of abuse you described: personal attacks and insults ("insinuated that I was stupid," "nobody could take me seriously") rather than constructive debate about the topic at hand. Pinning such a comment amplifies the abuse, which is a serious violation.
You were right to take the steps to report the comment and the channel's action. YouTube's safety teams will evaluate the situation based purely on their Community Guidelines and Harassment policies.
Thank you for providing the additional context and for taking the steps to report the behavior. Hopefully, YouTube will take appropriate action to address the situation.
youtube
Cross-Cultural
2026-01-02T00:4…
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | company |
| Reasoning | deontological |
| Policy | regulate |
| Emotion | indifference |
| Coded at | 2026-04-27T06:26:44.938723 |
Raw LLM Response
[
{"id":"ytr_UgxnlJEs2Zj3eWbH4OB4AaABAg.ARSwW7-6AajASzadUjvnaB","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"outrage"},
{"id":"ytr_Ugx7-ywXRwWKbNuU7qt4AaABAg.ARScXov7JofARSdVwuTHuY","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"},
{"id":"ytr_UgzcwQUGr1bIP7-ohht4AaABAg.ARSbd9SRj99ARScNyt30zb","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"mixed"},
{"id":"ytr_UgzfBof8-iQappOInNV4AaABAg.ARSaaH9qddZARSc432pnAJ","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"outrage"},
{"id":"ytr_UgzfBof8-iQappOInNV4AaABAg.ARSaaH9qddZARSfYyxnaal","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"outrage"},
{"id":"ytr_UgzfBof8-iQappOInNV4AaABAg.ARSaaH9qddZARSlqDS0sk-","responsibility":"company","reasoning":"deontological","policy":"regulate","emotion":"indifference"},
{"id":"ytr_Ugy4udH1RiokT2udBgF4AaABAg.ARSWj4M4zW3ARUeUqSPKLD","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"fear"},
{"id":"ytr_Ugy4udH1RiokT2udBgF4AaABAg.ARSWj4M4zW3ARUzdXsw4Qk","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"outrage"},
{"id":"ytr_UgybBqOhBcQNb_mzJa94AaABAg.ARSRm184b_XARjd3T1DvpN","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"fear"},
{"id":"ytr_Ugwh8bQJ9gt_L-S72JN4AaABAg.ARSRfVczb6bARVR5hEHqpc","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"}
]