Raw LLM Responses
Inspect the exact model output for any coded comment.
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Random samples — click to inspect
G
Man Shadiversity really did fall off so hard. Bro used to just talk about mediva…
ytc_Ugw00GctM…
G
I love the drawings or art or whatever made with AI, really. Gosh, I draw for 24…
ytc_Ugw2K5rfq…
G
i just want a robot that will use his cold, metal arms to hug me when i’m sad be…
ytc_UgxXPtwOV…
G
I don't think I'll have an issue finding purpose if AGI starts taking my job, an…
ytc_UgyamvGC5…
G
Worst part about AI is not being able to find good references without all the AI…
ytc_UgygVIz1f…
G
I think it is as with anything vaguely controversial in science, that it is taug…
rdc_chnaclz
G
The commercial smarthome offerings suck hard, but I've been looking into home au…
rdc_ieszr02
G
Ms. Dadan did not develop the Shanghai algorithm in under a year. It took a conc…
ytc_UgwXLb_8r…
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"}
]