Raw LLM Responses
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G
I’m so tired of parents blaming everyone for their shortcomings. ChatGPT is only…
ytc_UgxbYTUr2…
G
A great video, revealing the lengths AI bros will go to try and defend their ind…
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G
You have to admit it’s pretty funny that you use so much Ai generated visuals in…
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G
no one have ever been able to imagine a thunder tornado, ai did, keep that in mi…
ytc_UgzJFDuHh…
G
I personally enjoy "ai prompter". It delegitimizes them by not even referring to…
ytr_UgwUStPWS…
G
From my point of view, as an amateur learning to program, it's way better to hav…
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G
0:07 I hope this has more to do with his insistence to use an extremely less cap…
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G
i can dstroy a.i because its so easy just wait it will break down but first to i…
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Comment
One key part of the solution is often overlooked: specialization under high constraint.
Instead of general-purpose AI systems exposed to everything, we need narrowly scoped systems, designed for specific tasks, operating within strict semantic boundaries, and ideally anchored to physical, non-bypassable constraints. Not everything should be abstract, virtual, or infinitely repurposable.
Ecological sustainability also depends on it.
The environmental aspect follows a simple cascade:
less ambiguity → less unnecessary computation → less cognitive noise → less energy waste.
Clarity is not just a technical virtue — it’s an ecological one.
youtube
2026-01-02T17:1…
♥ 1
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | developer |
| Reasoning | deontological |
| Policy | regulate |
| Emotion | approval |
| Coded at | 2026-04-27T06:26:44.938723 |
Raw LLM Response
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{"id":"ytr_UgzgWYU529Ar5t4uzdt4AaABAg.AMpgFAxmgEJAP2rD1Yv34P","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"approval"},
{"id":"ytr_UgzCbsEJnEGR0rTUK2h4AaABAg.ALxh5bEeYPEALxmhLLek-i","responsibility":"company","reasoning":"consequentialist","policy":"regulate","emotion":"outrage"},
{"id":"ytr_UgxWdXbSklYugz-ox554AaABAg.AT0j5kdIWW8AT14S4orVki","responsibility":"ai_itself","reasoning":"mixed","policy":"unclear","emotion":"mixed"},
{"id":"ytr_UgyVN1tzvfV7c0iVOEd4AaABAg.ARUUdairw7nARUYOCZeUN2","responsibility":"developer","reasoning":"deontological","policy":"regulate","emotion":"approval"},
{"id":"ytr_UgygKNtpcTFppOxth0N4AaABAg.ARTDqjPWFRFASUVpCiEdUg","responsibility":"user","reasoning":"deontological","policy":"liability","emotion":"fear"},
{"id":"ytr_UgwA7Z8tiDXroc3-hCN4AaABAg.AGmuuyJlKYoAH1vmUyQMSf","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"approval"},
{"id":"ytr_UgyC_Y6zeLNbRY7VQoB4AaABAg.AUUxdnjfcU-AUcO86P_K5j","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"outrage"},
{"id":"ytr_Ugw3dQl1S9EXlgiMRMN4AaABAg.AMtUsbRiIssANcBWw_x0er","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"outrage"},
{"id":"ytr_UgxYL2fZu8sMneZI8GV4AaABAg.AUwoJSVJWFRAUx9pLZNBqB","responsibility":"ai_itself","reasoning":"mixed","policy":"unclear","emotion":"mixed"}
]