Raw LLM Responses
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G
I am very happy he mentioned the robot tax and the 32 hour week policies since …
ytc_UgzZzZK8f…
G
if the ai dosent exist it cant solve problems and thus if it wants to solve them…
ytc_UgzqMcVw-…
G
17:23 Y-You don't think AI made the script for the ads? L-Like they know that i…
ytc_UgxswfEfJ…
G
When the biggest gamblers are able to put the risk onto everyone else (ie govern…
ytc_Ugzr23U8N…
G
Is China a member of the global organization on AI safety you speak of and if no…
ytc_UgymjRZDV…
G
the biggest problem with AI is not what it is, but what it is not...…
ytc_UgxqOOwLD…
G
Jace Carsonne Firstly, I took AP English and Debate, and a statement is somethin…
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G
Sadly, there will always be mental health issues and drug and alcohol addictions…
ytc_UgyeJLaFM…
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"}
]