Raw LLM Responses
Inspect the exact model output for any coded comment.
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G
It's sad to see how AI is being abused to steal artist's styles. I really hope …
ytc_UgzFajnYM…
G
for all the conspiracy nuts, you would have to have a lot of footage of them tal…
ytc_UgwzQYKuk…
G
Tax returns in the UK are almost fully automated. All I have to add is total in …
ytc_UgzKOKecF…
G
“Face recognition technology is more likely to miss identify people of colour”
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ytc_UgxyxHfds…
G
the fact all of those REAL art pieces look so much better than the art mimic is …
ytc_UgxYjAOba…
G
Absolutely. Because corporations have the resources to fully avoid legal action,…
ytr_UgxgCdzQn…
G
Funny, but it’s fake. This is the owner of this car. If you’re familiar with Ful…
ytc_UgzuyLoK5…
G
As humans, work defines us and allows us to be productive members of society. A…
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Comment
@cookican Based on the context of the first comment, the confusing reply from @tammushican4823 is likely a cynical take on YouTube analytics and content strategy.
Here is a breakdown of what they are almost certainly trying to say.
The Translation
If we added proper punctuation and grammar to their sentence, it would read:
> "I disagree. While it would be nice [to have deep conversations], I bet you'd be surprised how big a detriment [negative impact] extra clutter [complex/heavy topics] like that would be to engagement [views and audience retention]."
>
The Logic Behind the Comment
The user is arguing against the first commenter's praise using the following logic:
* "Extra Clutter": They view deep, serious discussions about "AI Safety" not as valuable content, but as "clutter." They likely believe these topics are too boring, technical, or heavy for the average viewer.
* "Detriment... with engagement": In "YouTuber speak," engagement refers to watch time, likes, and comments. The user is suggesting that if "Alex" (the creator) talks too much about serious AI safety, the video will become boring, people will click off, and the channel's performance stats will drop.
In short: The commenter is saying, "Alex shouldn't get too deep into AI safety because it will bore the audience and hurt his view counts."
youtube
AI Governance
2025-11-27T00:3…
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | none |
| Reasoning | unclear |
| Policy | unclear |
| Emotion | indifference |
| Coded at | 2026-04-27T06:24:59.937377 |
Raw LLM Response
[
{"id":"ytr_UgxqmiN8JSgZOpjSgux4AaABAg.AQ-tR1oeOpwAQ08VfQka6H","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytr_UgxqmiN8JSgZOpjSgux4AaABAg.AQ-tR1oeOpwAQ1FZto-wK6","responsibility":"company","reasoning":"mixed","policy":"unclear","emotion":"mixed"},
{"id":"ytr_UgzSaqkb-Mn6W3USVCx4AaABAg.AQ-pzXWY3p7AQ0Jr4pp2Ar","responsibility":"none","reasoning":"virtue","policy":"unclear","emotion":"approval"},
{"id":"ytr_UgyHhp7wg1mjviXkSSd4AaABAg.AQ-pKe6Wb3SAQ0oP7PLqOS","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytr_UgyHhp7wg1mjviXkSSd4AaABAg.AQ-pKe6Wb3SAQ1G5MBeTWU","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytr_UgyHhp7wg1mjviXkSSd4AaABAg.AQ-pKe6Wb3SAQ1OlvWGAPz","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytr_UgyHhp7wg1mjviXkSSd4AaABAg.AQ-pKe6Wb3SAQ1Z0ASG0Uf","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytr_UgyCHX0l-b4Np2JtlTN4AaABAg.AQ-lH6RLWGqAQ0JGIStq4L","responsibility":"distributed","reasoning":"consequentialist","policy":"regulate","emotion":"fear"},
{"id":"ytr_Ugw5yS81M19wpsAthpR4AaABAg.AQ-jonnkbGXAQ03lhr5t_-","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytr_UgztsuFGmRoDjsUb0wh4AaABAg.AQ-irPyXKEwAQ38sFtVA07","responsibility":"ai_itself","reasoning":"consequentialist","policy":"unclear","emotion":"resignation"}
]