Raw LLM Responses
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in
Interesting point. External oversight matters, but I think the next challenge is…
7464930869976…
in
Impressive level of automation, but the real question is elsewhere: where does h…
7454286904205…
in
Strong perspective. A lot of AI discussions still focus primarily on capability,…
7464960982323…
in
This is one of the more brutal, honest responses that I ever heard in my life. I…
7464985917116…
in
this is where the AI debate becomes larger than technology policy. Human dignity…
7464792521475…
in
This is a much-needed clarification. AI language is moving so quickly that acron…
7464674047893…
in
AI is already transforming the way we work. The real question is no longer just …
7467201300720…
in
This is such an important conversation, Matthew Kilkenny! AI is advancing quickl…
7465142385119…
Comment
The idea of AI preserving and documenting the reasoning paths behind discovery is especially compelling for both research transparency and knowledge transfer
LinkedIn
AI Research & Models
Senior Manager, AI Research | Large Language Mo…
2026-06-05T13:4…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | transparency |
| Secondary value | none |
| Alignment target | society |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The speaker finds the idea of AI preserving and documenting reasoning paths compelling for research transparency. |
| Target justification | The target is society, as the comment implies that research transparency and knowledge transfer will benefit the broader community of researchers and scientists. |
| Coded at | 2026-06-11T08:38:05Z |
Raw LLM Response
```
{
"value_primary": "transparency",
"value_secondary": "none",
"target": "society",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The speaker finds the idea of AI preserving and documenting reasoning paths compelling for research transparency.",
"target_justification": "The target is society, as the comment implies that research transparency and knowledge transfer will benefit the broader community of researchers and scientists."
}
```