Raw LLM Responses
Inspect the exact model output for any coded comment.
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in
I have developed a set of prompts that assist students with the workflow of a re…
7464908370928…
in
This is where AI gets interesting to me — not as one tool trying to do everythin…
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in
The AI debate keeps getting stuck at the surface level: “good or bad” “ethical o…
7465183341848…
in
Matthew Kilkenny I asked ChatGPT where its moral compass points, and why. The an…
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in
The industry is moving from AI hype to AI accountability. The real question was …
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in
I will say this. I can understand this analogy - for sure. It makes sense (as do…
7465108799117…
in
Thnx for sharing your thoughts on this since that in itself moves the broader di…
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I'm surprised Laura the AI director is called it chatGPT when it's actually open…
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Comment
Most people treat Claude mastery as a 7-day checklist of features. The real constraint sits in the judgment layer that makes output carry conviction, not just sound like you. Tool mastery removes friction. Trust requires judgment.
LinkedIn
AI Products & Tools
Signal Architecture | Decision-Layer Authority …
2026-05-25T12:3…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | human_autonomy |
| Secondary value | none |
| Alignment target | individual_users |
| Stance | critical |
| Emotion | indifference |
| Value justification | The speaker emphasizes the importance of judgment in making AI output convincing, implying that human autonomy and decision-making are essential. |
| Target justification | The comment focuses on the individual user's ability to master the tool and develop trust, indicating that the target of alignment is the individual user. |
| Coded at | 2026-06-11T08:07:29Z |
Raw LLM Response
```json
{
"value_primary": "human_autonomy",
"value_secondary": "none",
"target": "individual_users",
"stance": "critical",
"emotion": "indifference",
"value_justification": "The speaker emphasizes the importance of judgment in making AI output convincing, implying that human autonomy and decision-making are essential.",
"target_justification": "The comment focuses on the individual user's ability to master the tool and develop trust, indicating that the target of alignment is the individual user."
}
```