Raw LLM Responses
Inspect the exact model output for any coded comment.
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in
It is the responsibility of all governments in the world to NOW care for their p…
7464991565753…
in
The decline in Stack Overflow usage does not necessarily mean the end of learnin…
7466866541276…
in
I have developed a set of prompts that assist students with the workflow of a re…
7464908370928…
in
The biggest AI risk for many organizations may not be the technology itself. It …
7466813184864…
in
Pascal BORNET part of this awareness that we champion, is understanding that AI …
7465065005126…
in
The confidence point is very recognisable, and it raises something I keep coming…
7467634070043…
in
The 'who benefits' framing exposes the governance gap. I see companies rushing t…
7464905715086…
in
The compression piece is what most people are still missing. It's not just that …
7463914270439…
Comment
Value in modern AI ecosystems is increasingly tied to end-to-end workflow design, Paul. Efficiency gains tend to emerge when multiple capabilities operate within a single environment.
LinkedIn
AI Research & Models
Founder. Coaching Coaches. Coaching Training th…
2026-05-31T13:1…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | beneficence |
| Secondary value | none |
| Alignment target | organisations |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The comment emphasizes the importance of efficiency gains and end-to-end workflow design, implying that AI should promote human wellbeing and flourishing by streamlining processes. |
| Target justification | The comment is addressed to Paul, but the language and context suggest that the target is organisations, as it discusses workflow design and efficiency gains in a professional setting. |
| Coded at | 2026-06-11T08:33:35Z |
Raw LLM Response
```json
{
"value_primary": "beneficence",
"value_secondary": "none",
"target": "organisations",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The comment emphasizes the importance of efficiency gains and end-to-end workflow design, implying that AI should promote human wellbeing and flourishing by streamlining processes.",
"target_justification": "The comment is addressed to Paul, but the language and context suggest that the target is organisations, as it discusses workflow design and efficiency gains in a professional setting."
}
```