Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
G
you know what i think this is the most accurate description of stable diffusion …
ytr_UgxDDtUP8…
G
Okay so in my opinion bc i already saw either a bot or a moron in the chats
A.…
ytc_UgwT9ydge…
G
Something that could be interesting would be to grab the exact same set of data …
ytr_Ugz_6e-gV…
G
Yes it is . Microsoft got rid of all its partners for IT Support in the UK makin…
ytc_UgxcXGuJ5…
G
I am glad so many people see through the BS. AI isn't. The Q&A is so scripted.…
ytc_UgyYxGn0r…
G
China will make AGI, while our jewish ai just makes people more sick and wastes …
ytc_Ugzrt64xF…
G
AI artists fail to realize that part of what art is, is it's communication. It's…
ytc_UgxP3a5Rk…
G
I'm confused, are you saying the "real" picture with your phone in hand was AI g…
rdc_oi1ujyl
Comment
Yang is terrifyingly right about the '1 vs. 6' consolidation. But the '1' survivor isn't necessarily the most senior person—it's the one who stops just generating code and starts validating it.
In my view, the industry is filtering for a new skillset entirely. The devs who get cut are the ones who just 'Orchestrate' (let AI write code), while the ones who stay are the ones who can Validate (audit the security debt and logic gaps AI creates). I broke down this exact 'Orchestration vs. Validation' survival guide in my podcast (The Spark and The Forge, Ep 78) for anyone who refuses to be the '5' who get cut.
youtube
AI Harm Incident
2025-12-30T13:2…
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | user |
| Reasoning | virtue |
| Policy | none |
| Emotion | approval |
| Coded at | 2026-04-26T23:09:12.988011 |
Raw LLM Response
[
{"id":"ytc_UgyBdFpzKEOxLntVPE94AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"none","emotion":"outrage"},
{"id":"ytc_UgyUh4_D_J96JHeccbh4AaABAg","responsibility":"distributed","reasoning":"consequentialist","policy":"none","emotion":"fear"},
{"id":"ytc_Ugzg7T_MRXlu5AFw4U14AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"regulate","emotion":"outrage"},
{"id":"ytc_UgzlXpQrb5Z8GltwRsh4AaABAg","responsibility":"ai_itself","reasoning":"mixed","policy":"none","emotion":"approval"},
{"id":"ytc_Ugxo4Nrp6TChzqORz_h4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"resignation"},
{"id":"ytc_Ugy2a9p7pVWmCX4XIAh4AaABAg","responsibility":"user","reasoning":"virtue","policy":"none","emotion":"approval"},
{"id":"ytc_UgwB-eluvG_S5X3nwv94AaABAg","responsibility":"company","reasoning":"deontological","policy":"liability","emotion":"mixed"},
{"id":"ytc_UgyLz5Rl8fDhepItVjx4AaABAg","responsibility":"distributed","reasoning":"consequentialist","policy":"none","emotion":"fear"},
{"id":"ytc_Ugyqbb1XJCWlYHJPiDB4AaABAg","responsibility":"none","reasoning":"mixed","policy":"none","emotion":"approval"},
{"id":"ytc_UgxPxXMKIdH79evuJtx4AaABAg","responsibility":"none","reasoning":"mixed","policy":"none","emotion":"approval"}
]