Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
G
I really don’t understand the mindset of Ai “artists “. You’re not making art. Y…
ytc_UgxgfrSUY…
G
how will they make the crashed trucks dissapear like the mysterious tow truck dr…
ytc_UgzDFNPnr…
G
> then those same ignorant team politics morons will blame everyone and every…
rdc_e2vrme1
G
Honestly speaking who was recording the video?
Did you want us to view the cam…
ytc_UgyPgroSQ…
G
NEW WORLD ORDER IS COMING. MARK OF BEAST. RIGHT HAND OR FOREHEAD. ONE RELIGION …
ytc_UgxXFElRD…
G
Classic media fear mongering , AI needs a shitload of people behind it to make i…
ytc_UgyAC5A4t…
G
The trajectory of the industrial revolution will lead to automated everything. W…
ytc_UgxMFBxq5…
G
Ai will killing artist in future
Only few days to go
No job no money
Ai will k…
ytc_UgyeKuLmD…
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"}
]