Raw LLM Responses
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in
The structural shift you describe at societal level is already playing out insid…
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Joe Allen That’s why developers are becoming far more pragmatic now. The winning…
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The idea of AI preserving and documenting the reasoning paths behind discovery i…
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Recognizing an Organizational Data Steward is a sign of organizational maturity.…
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Aaron H Indeed it does not sure what you mean by the “handful of people” : the “…
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The most important decisions in AI are no longer about capability, they are abou…
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Incredible progress, especially on agentic systems. Building production GenAI pl…
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What makes this historically important is not simply the scale of AI adoption. I…
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Comment
Pascal BORNET The most important AI decisions today are about governance, ownership, and distribution of value. Technology scales quickly, but institutional accountability evolves far more slowly.
LinkedIn
AI Policy & Regulation
Student at Montclair State University
2026-05-26T12:2…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | accountability |
| Secondary value | economic_equity |
| Alignment target | society |
| Stance | demanding |
| Emotion | indifference |
| Value justification | The speaker emphasizes the importance of governance, ownership, and distribution of value, which relates to accountability and fair distribution of AI's economic gains. |
| Target justification | The comment implies that the speaker is concerned with the impact of AI decisions on society as a whole, rather than individual users or specific groups. |
| Coded at | 2026-06-11T08:16:10Z |
Raw LLM Response
```
{
"value_primary": "accountability",
"value_secondary": "economic_equity",
"target": "society",
"stance": "demanding",
"emotion": "indifference",
"value_justification": "The speaker emphasizes the importance of governance, ownership, and distribution of value, which relates to accountability and fair distribution of AI's economic gains.",
"target_justification": "The comment implies that the speaker is concerned with the impact of AI decisions on society as a whole, rather than individual users or specific groups."
}
```