Raw LLM Responses
Inspect the exact model output for any coded comment.
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Random samples — click to inspect
G
100% agree. A lot of “ifs” and “buts”. Seemed more like a sales presentation of …
ytr_Ugwo_TMX1…
G
the problem with this screed is that it doesn't account for the hallucination ra…
ytc_Ugxr1mU29…
G
I expect that AI will eventually be capable of thinking, but until that occurs o…
ytc_Ugzl0O_xy…
G
It won’t put truckers outta biz. Supplanting them with driverless trucks could w…
ytc_UgwAgdTJa…
G
Let's all report him. Ai sloppers are thieves without hint of morality, so, basi…
ytc_Ugz-_AqUS…
G
As much as I love the fight against generative AI (because we KNOW it can be use…
ytc_Ugwb32gk_…
G
It doesn't matter if AI truly becomes conscious because it absolutely will be ab…
ytc_UgxKHlDHr…
G
Just wait a year then ai will do... Its learning faster than any human being…
ytc_UgyqkoHZl…
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"}
]