Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
in
Hey Pascal, your thoughts on purpose and dignity in work really hit home. How do…
7463944716162…
in
Amanda Kasmira Brown, I am glad this encyclical helps endorse all those who work…
7466137998410…
in
Critical thinking. As a child, I was told in the Catholic Church that the eye in…
7465321339856…
in
Incredible progress, especially on agentic systems. Building production GenAI pl…
7469818112024…
in
This gets me thinking in lot of other examples of hidden inference Name in promp…
7466763853373…
in
Honestly the moat I'd add is the 200 wrong versions you built before the right o…
7464141693907…
in
What stands out is how quickly the stack is converging around three core capabil…
7463362855157…
in
One aspect that stood out to me was the distinction between governance as a chec…
7468283280203…
Comment
This is the right framing. AI coding works best when you treat it like a build process, not a vending machine.
LinkedIn
AI Products & Tools
Global HR Leader | Designing & Scaling People O…
2026-05-27T11:5…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | beneficence |
| Secondary value | none |
| Alignment target | individual_users |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The comment implies that AI coding should be used to create something of value, by treating it as a build process, which aligns with the value of beneficence, promoting human wellbeing and flourishing. |
| Target justification | The comment is addressed to individual users, guiding them on how to effectively use AI coding, which suggests that the target of the alignment is the individual user. |
| Coded at | 2026-06-11T08:22:59Z |
Raw LLM Response
```
{
"value_primary": "beneficence",
"value_secondary": "none",
"target": "individual_users",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The comment implies that AI coding should be used to create something of value, by treating it as a build process, which aligns with the value of beneficence, promoting human wellbeing and flourishing.",
"target_justification": "The comment is addressed to individual users, guiding them on how to effectively use AI coding, which suggests that the target of the alignment is the individual user."
}
```