Raw LLM Responses
Inspect the exact model output for any coded comment.
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in
Keith King, I have encountered this critical issue with AI Labs and was led to p…
7464885314868…
in
AI dependency and AI enhancement may be two very different conversations. The st…
7463903304046…
in
} Hello Demis, I hope you are doing well. I have been following the progress of …
7467796456029…
in
Concerns like this are why some push against adoption altogether. But it's becom…
7465250612612…
in
Nejdet Çağdaş Y. honestly, this might be the most underrated reason in the entir…
7466873089302…
in
Great to see Anthropic taking a lead here and consulting sources of wisdom to gu…
7464779483259…
in
Honestly if you know all the principles of how to code and you've spent 3 years …
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in
The EdTech point 👏🏾 If the systems being deployed in learning environments carry…
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Comment
Tyrone Muhammad, BSDA exactly. SO was built for a time when finding the right answer required patience. AI removed that friction. The switch wasn't a betrayal — it was just inevitable.
LinkedIn
AI Products & Tools
Al Systems Operator | Helping E-commerce Brands…
2026-05-31T17:4…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | none |
| Secondary value | none |
| Alignment target | individual_users |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The comment does not explicitly express a value preference for AI, focusing instead on the natural progression of technology. |
| Target justification | The speaker seems to be considering the impact of AI on individual users, such as developers, and how it has changed their workflow and needs. |
| Coded at | 2026-06-11T08:35:00Z |
Raw LLM Response
```
{
"value_primary": "none",
"value_secondary": "none",
"target": "individual_users",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The comment does not explicitly express a value preference for AI, focusing instead on the natural progression of technology.",
"target_justification": "The speaker seems to be considering the impact of AI on individual users, such as developers, and how it has changed their workflow and needs."
}
```