Raw LLM Responses
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G
It's insane that OpenAI is able to hide behind no accountability. I have saved l…
ytc_UgyV0pW-9…
G
I've heard it said that the only good thing about AI is that it's impressive tha…
ytc_UgysO6VYL…
G
Don’t forget that AI is trained mostly by white people on white people, meaning …
rdc_oa5qgjk
G
Dude, I'm happy with what robot assistants can do.
All I ask is for a robot tha…
ytc_Ugza3670B…
G
if lidars are so good why has luminar gone out of business and Waymo still drivi…
ytc_UgyY3XEby…
G
I scrolled past it and did not spot ai at first, if you look with some attention…
rdc_munvqmv
G
AI is just simply an issue in the way it’s released to the world.
That’s why ac…
ytc_UgycHonEJ…
G
I think AI is a lot like manufacturing farm equipment, all the way from Tractors…
ytc_UgycjssIp…
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"}
]