Raw LLM Responses
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in
“It’s truly remarkable to witness the accelerating pace of AI development, as De…
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in
If there are follow- up studies, I would gladly volunteer for the control group …
7463556725057…
in
Incredible updates! Seeing the staggering pace of frontier models like Gemini 3.…
7466535373645…
in
John Reeks I have mixed feeling on the impact on education. I have used LLMs to …
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in
AI doesn't take away your job; it takes away the "things that aren't worth doing…
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in
Using WALL-E as a futuristic reference for “taking care of all our problems” mis…
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in
Most people don’t actually need “autonomous agents,” they need reliable content …
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Scott Schobert Totally agree! This is a major concern that is surfacing right no…
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Comment
Mohammed Shakeer Mohammed Shakeer The prevailing theory is that AI generated productivity and new revenue streams will eventually exceed compute and API costs. The real challenge isn’t the technology. It’s how the resulting economic value is distributed. If AI displaces workers, will those gains stay with shareholders, or be used to support workforce transitions and income replacement? That’s the question we haven’t answered yet.
LinkedIn
AI Safety & Risk
Founder, Graphen AI Strategy Group | Hands-On A…
2026-06-05T21:5…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | economic_equity |
| Secondary value | none |
| Alignment target | workers |
| Stance | critical |
| Emotion | mixed |
| Value justification | The comment emphasizes the need for fair distribution of AI-generated economic value, highlighting the risk of displacement of workers and the importance of supporting workforce transitions. |
| Target justification | The speaker is concerned about the impact of AI on workers, specifically regarding the distribution of economic gains and the potential need for income replacement and support for workforce transitions. |
| Coded at | 2026-06-11T08:39:25Z |
Raw LLM Response
```json
{
"value_primary": "economic_equity",
"value_secondary": "none",
"target": "workers",
"stance": "critical",
"emotion": "mixed",
"value_justification": "The comment emphasizes the need for fair distribution of AI-generated economic value, highlighting the risk of displacement of workers and the importance of supporting workforce transitions.",
"target_justification": "The speaker is concerned about the impact of AI on workers, specifically regarding the distribution of economic gains and the potential need for income replacement and support for workforce transitions."
}
```