Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
in
The transition to operational 'consequence control' requires lived, localized im…
7463582244398…
in
Mike Pappas How do you know that they "want individual AI-powered solutions to s…
7424459841399…
in
Adj. Prof. Dr. Behrang (Hani) Parhizkar good that UAE can pilot agentic at this …
7465719669241…
in
The real work task on day one is the instruction that separates this from every …
7464793247987…
in
Tyrone Muhammad, BSDA exactly. SO was built for a time when finding the right an…
7466906916955…
in
The honest version of the Microsoft / Uber story isn't "AI is too expensive." It…
7465622368929…
in
HsuanHua Chang 張絢華, MBA, MSCS, PCC That is a fair point. It feels like they are …
7464018811197…
in
Strong point. The real AI conversation is no longer about capability it’s about …
7465295419724…
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."
}
```