Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
in
AI is accelerating the creation of knowledge. The question for companies will no…
7466592570865…
in
The real concern isn't just what AI can do, it's how the power dynamics shift. I…
7465760590267…
in
The idea of AI preserving and documenting the reasoning paths behind discovery i…
7468658490601…
in
“whether society can evolve fast enough...” It’s disturbing to put whole societi…
7466273265989…
in
This is the conversation we should be having. Technology has always increased pr…
7466214820971…
in
Demis, we are slowly moving from “AI that responds” to “AI that acts.” And that …
7465730799321…
in
The humor aside, there is a real insight here. The relationship between humans a…
7465162139067…
in
Your framework elegantly explains why some AI projects deliver impressive protot…
7464651535508…
Comment
If Claude is already authoring over 80% of production code, recent graduates shouldn't just be practicing syntax memorization. True professional advancement will belong to the students who learn to act as system editors, focusing heavily on logic verification and architectural oversight.
LinkedIn
AI Safety & Risk
2026-06-05T14:2…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | human_autonomy |
| Secondary value | none |
| Alignment target | individual_users |
| Stance | demanding |
| Emotion | approval |
| Value justification | The speaker emphasizes the need for students to learn system editing and logic verification, implying that humans should remain in control of AI systems and ensure their proper functioning. |
| Target justification | The comment is addressed to recent graduates and students, indicating that the speaker is concerned with the professional development and skills of individual users in the context of AI advancement. |
| Coded at | 2026-06-11T08:38:13Z |
Raw LLM Response
```json
{
"value_primary": "human_autonomy",
"value_secondary": "none",
"target": "individual_users",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The speaker emphasizes the need for students to learn system editing and logic verification, implying that humans should remain in control of AI systems and ensure their proper functioning.",
"target_justification": "The comment is addressed to recent graduates and students, indicating that the speaker is concerned with the professional development and skills of individual users in the context of AI advancement."
}
```