Raw LLM Responses
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G
Only by demonstrating compassion humility open mindedness restraint, love and tr…
ytc_UgxxrpmFL…
G
i mean, very noble of you to send them a message about us despising their garbag…
rdc_nge010r
G
By 2050 more than half of the US navy will be fully autonomous - the plan has al…
ytc_Ugxg7qRwj…
G
The ai video summary under it is so ironic, blud is losing all the war!! We are …
ytc_UgzdHn1ZG…
G
A lot of people will watch this and think that the AI jumps from inconsistency t…
ytc_UgxW7FVzK…
G
What some are forgetting is that the necessary data base centres upon which AI i…
ytc_UgwTKlmAS…
G
And that will work until AI calculates that humans are no longer net contributor…
ytr_Ugz7IkOR2…
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@Frankeexthey are slaeves to their jobs, boring outside of it, so they despair …
ytr_Ugz10WWnb…
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"}
]