Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
in
The real question behind AI is exactly right, who benefits and who sets the dire…
7465690499882…
in
Nice automation. How do you prevent losing your authenticity and credibility wit…
7447163842377…
in
I would not be surprised that there is Strong oversight on the process that AI a…
7464727076370…
in
Finally, the staged approach here highlights an important principle: AI adoption…
7464632516239…
in
The most important AI question was never just capability.It was always governanc…
7465429403355…
in
Though not still in league of claude code or even codex but the direction is rig…
7464215188234…
in
AI opens a new space for human exploration. By reducing cognitive friction, it c…
7466449059898…
in
} Hello Demis, I hope you are doing well. I have been following the progress of …
7467796456029…
Comment
The real question behind AI is exactly right, who benefits and who sets the direction is the most important conversation we're not having enough
LinkedIn
AI Policy & Regulation
🤖 Generative AI Lead @ AWS ☁️ (200k+) | Startup…
2026-05-28T09:0…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | economic_equity |
| Secondary value | none |
| Alignment target | society |
| Stance | demanding |
| Emotion | approval |
| Value justification | The comment emphasizes the importance of discussing who benefits from AI, implying a concern for fair distribution of its economic gains. |
| Target justification | The speaker is concerned with the impact of AI on society as a whole, highlighting the need for a broader conversation about its direction and benefits. |
| Coded at | 2026-06-11T08:27:07Z |
Raw LLM Response
```
{
"value_primary": "economic_equity",
"value_secondary": "none",
"target": "society",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The comment emphasizes the importance of discussing who benefits from AI, implying a concern for fair distribution of its economic gains.",
"target_justification": "The speaker is concerned with the impact of AI on society as a whole, highlighting the need for a broader conversation about its direction and benefits."
}
```