Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
G
lol you should look me up - I do plan to continue using AI not for therapy but f…
ytc_UgzdS3Kj8…
G
If the life functions in that way this person is talking about, we would destroy…
ytc_UgyjBkGK9…
G
Hahaha fuck so artists all like fuck ai art it stole people's work and just spit…
ytc_UgwuhbXIm…
G
I guess this guy has spent too much time with them, also walking like a robot? 😂…
ytc_UgyDNJai3…
G
I love how corporate is speedrunning a way to try to replace every menial job in…
ytc_UgyQgg3sp…
G
For $10 worth of AI credits, I can generate thousands of images. Most of them wi…
ytc_Ugz3UHVVf…
G
The pixel V tuber is cool! Also ai art doesn't take time and it's lame.. its ste…
ytc_Ugx2J9BRo…
G
@nagamendo5655 It's wrong because of scale. Soon we won't need commentors becaus…
ytr_Ugxi5tpCS…
Comment
Varun nailed the distinction – if you're just 'translating' instructions into code, you're obsolete.
In my view, we are seeing a split in the dev market: 'Orchestration' (translating specs to code) is now an AI commodity. The only safe career path left is 'Validation' (auditing the AI's work for security, logic, and scale).
I recently broke down this specific transition (from 'Translator' to 'Validator') in my podcast (The Spark and The Forge, Ep 78) for any devs trying to survive this 13% drop in entry-level roles.
youtube
AI Jobs
2025-12-30T13:3…
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | none |
| Reasoning | consequentialist |
| Policy | none |
| Emotion | approval |
| Coded at | 2026-04-27T06:24:53.388235 |
Raw LLM Response
[
{"id":"ytc_Ugxj4E74uDK9zZh17vx4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"indifference"},
{"id":"ytc_Ugw0bSVftnzESL0uI5J4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"indifference"},
{"id":"ytc_UgxsqB3garDf7IywEQl4AaABAg","responsibility":"government","reasoning":"consequentialist","policy":"regulate","emotion":"fear"},
{"id":"ytc_UgyqToeeBVbnnX0sMEV4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"none","emotion":"fear"},
{"id":"ytc_UgzPfG2xR91HRjc2YYZ4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"},
{"id":"ytc_UgwTMCcDa7NP2ylWPqJ4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"liability","emotion":"outrage"},
{"id":"ytc_UgykRoK--kbpjO3aBLJ4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"},
{"id":"ytc_UgwB35Vaod_4WzzyF454AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"regulate","emotion":"outrage"},
{"id":"ytc_UgyP6M3DVfZRz9eGNep4AaABAg","responsibility":"none","reasoning":"mixed","policy":"none","emotion":"approval"},
{"id":"ytc_UgzKxHNlF4016N-wf814AaABAg","responsibility":"none","reasoning":"virtue","policy":"ban","emotion":"outrage"}
]