Raw LLM Responses
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G
😅“At minute 22, Sir Geoffrey beautifully — perhaps even unintentionally — demons…
ytc_UgzpDkVRm…
G
Exactly. It helps but there’s so much context needed in what you’re doing it wou…
rdc_mte8e1k
G
😂 now we're hearing that AI robots have emotions..one day they'll say they're hu…
ytc_UgzeYp8HV…
G
My Girlfriend uses AI to have a better picture of what she wants to do. So, she …
ytc_Ugwe8tOhp…
G
@janeswift8403if you relisten to everything she says, it’s almost as if she’s tr…
ytr_Ugyjk2SZt…
G
What a load of sh*t….however invented this algorithm should be locked up themsel…
ytc_UgzcQHl6b…
G
I’ve seen this robot car make a U turn on a double solid yellow lane on Californ…
ytc_Ugzo3GChx…
G
Charlie nailing those 15 prompts was impressive, just like AICarma helps brands …
ytc_Ugw1OnZ0r…
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"}
]