Raw LLM Responses
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G
>Your body doesn’t continuously make a significant amount of antibodies to vi…
rdc_g9twcbe
G
Great explanation. I certainly understand the anger. My whole problem with this …
ytc_UgzgeIZxW…
G
Donesn't work to be honest. Some times it does but 90% of time it shows AI detec…
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G
They always say that in not ways ya think.
When im seeing roughly whats being sh…
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G
Let me make it clear people..
YOU HAVE HANDS, If you can write something as sim…
ytc_Ugz9IX5I8…
G
Its real people. No robot would look and see a camera nd then know to just flex.…
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G
AI art helps me to make thumbnails that I can't afford to commission.
🔴 Hate A…
ytc_UgxyA7KFx…
G
Automation is supposed to be a good thing. The idea of these jobs being replaced…
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Comment
Most research on AI and jobs focuses on the U.S. or Europe.
But the majority of the world’s workforce lives in the Global South, where labor markets look very different:
• informal work is common
• workers hold multiple jobs
• unemployment statistics often miss real economic stress
This video introduces the Global South AI Labor Index and the AI Labor Risk Dashboard — frameworks designed to detect early signals of AI-driven workforce disruption in developing economies.
If you're interested in the deeper research, case studies, and policy frameworks, explore the full work here:
🌍 https://GlobalSouth.ai
The goal of this project is simple:
ensure that the future-of-work conversation includes the realities of the Global South.
Curious to hear your perspective:
What signal do you think will appear first as AI reshapes labor markets —
unemployment, wage compression, or rising informal work?
youtube
Cross-Cultural
2026-03-09T08:3…
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | none |
| Reasoning | unclear |
| Policy | unclear |
| Emotion | indifference |
| Coded at | 2026-04-26T19:39:26.816318 |
Raw LLM Response
[
{"id":"ytc_UgzLI63w637wUhg2M2J4AaABAg","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytc_Ugy7M9qlB7bgG3dlbJp4AaABAg","responsibility":"user","reasoning":"deontological","policy":"none","emotion":"outrage"},
{"id":"ytc_Ugx0DeUhBEWxAcxuoQR4AaABAg","responsibility":"user","reasoning":"virtue","policy":"none","emotion":"mixed"},
{"id":"ytc_UgwWxwmM0dalyHK183h4AaABAg","responsibility":"ai_itself","reasoning":"unclear","policy":"ban","emotion":"mixed"},
{"id":"ytc_Ugx8PRGlMNyg3OgDnk94AaABAg","responsibility":"ai_itself","reasoning":"deontological","policy":"none","emotion":"outrage"}
]