Raw LLM Responses
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G
AI needs to be dispensed with or disappear, but given it’s not it’s gonna cause …
ytc_Ugw5lVMSd…
G
Awesome. There needs to be more western involvement with Africa. Economic ties t…
rdc_ibdw8z9
G
Stop allowing social media to raise your children. Secondly, her son was having …
ytc_UgxX36X9m…
G
I think that They used pretty lady faces to attract and accept Ai robots for usi…
ytc_UgztFU3hc…
G
Can't we just program the AI to shut off when it wants to look at its own code? …
ytc_Ugx2_ca2M…
G
The problem isn’t AI - it’s the assumption you load into it. If you start with “…
ytr_Ugx7kcjwz…
G
We're literally living in I, Robot now we have to stop these things they're murd…
ytc_Ugw_9IMFw…
G
Great insight. But host states, "ppl have only been talking about AI safety 3 ye…
ytc_UgwRaave3…
Comment
The point about 'Info In, Info Out' jobs being dead is the hard truth devs need to hear.
But I'd argue 'Coding' isn't disappearing, it's splitting. The 'Info In/Out' part (writing code/Orchestration) is definitely gone. But the Judgment part (Validation)—knowing if the AI's output is secure, scalable, or hallucinating—is becoming the most valuable skill in tech.
I see too many engineers trying to compete with AI on speed (Orchestration) instead of pivoting to quality (Validation). I broke down this exact survival strategy in my podcast (The Spark and The Forge, Ep 78) for anyone who wants to know what 'Validation' actually looks like in practice.
youtube
AI Jobs
2025-12-30T13:4…
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | none |
| Reasoning | virtue |
| Policy | none |
| Emotion | approval |
| Coded at | 2026-04-27T06:26:44.938723 |
Raw LLM Response
[
{"id":"ytc_UgwDezrDsJUls3vTqVZ4AaABAg","responsibility":"none","reasoning":"virtue","policy":"none","emotion":"indifference"},
{"id":"ytc_Ugz_a_gNqECo-EeKOad4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"regulate","emotion":"fear"},
{"id":"ytc_UgxJYL1gmnln4q92fV54AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"indifference"},
{"id":"ytc_Ugw2k4dDwZIjqDxlT9F4AaABAg","responsibility":"distributed","reasoning":"consequentialist","policy":"liability","emotion":"resignation"},
{"id":"ytc_UgywwmxsXya1LS8FBGt4AaABAg","responsibility":"government","reasoning":"deontological","policy":"regulate","emotion":"fear"},
{"id":"ytc_UgyNcdUk0eYoqCPm6g94AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"indifference"},
{"id":"ytc_UgzXc1DMsKbu0jX-SJp4AaABAg","responsibility":"none","reasoning":"virtue","policy":"none","emotion":"approval"},
{"id":"ytc_UgzYVeU3lIqDn1uUkx94AaABAg","responsibility":"ai_itself","reasoning":"deontological","policy":"ban","emotion":"outrage"},
{"id":"ytc_UgxpWDWcU6nWYwoKFvh4AaABAg","responsibility":"ai_itself","reasoning":"mixed","policy":"none","emotion":"mixed"},
{"id":"ytc_Ugyp2K6s0fa6Ta2slBl4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"indifference"}
]