Raw LLM Responses
Inspect the exact model output for any coded comment.
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in
The honest version of the Microsoft / Uber story isn't "AI is too expensive." It…
7465622368929…
in
The issue isn’t what AI can do. The issue is that governance keeps reacting inst…
7468381507133…
in
Value in modern AI ecosystems is increasingly tied to end-to-end workflow design…
7466840730703…
in
Pope Leo XIV's encyclical "Magnifica Humanitas" just gave a moral megaphone to t…
7466126549470…
in
I’m not Catholic and I haven’t read the entire encyclical, but I agree with ever…
7465197218581…
in
The confidence point is very recognisable, and it raises something I keep coming…
7467634070043…
in
The vending machine framing is the right diagnosis. The failure mode isn't the f…
7465177444812…
in
People need to relax a bit. Elon isn't even close to the richest person in the w…
7464968330307…
Comment
If AI takes over repetitive work, that's not the end of human value it's an opportunity to focus on problems that actually require human insight.
LinkedIn
AI Safety & Risk
You’re not losing leads. You’re losing booked j…
2026-06-01T10:5…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | beneficence |
| Secondary value | none |
| Alignment target | humanity |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The comment suggests that AI should be used to augment human capabilities and allow humans to focus on high-value tasks that require human insight, which aligns with the value of beneficence. |
| Target justification | The comment implies that the benefits of AI taking over repetitive work will be felt by humanity as a whole, as people will be able to focus on more meaningful and impactful work. |
| Coded at | 2026-06-11T08:35:52Z |
Raw LLM Response
```
{
"value_primary": "beneficence",
"value_secondary": "none",
"target": "humanity",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The comment suggests that AI should be used to augment human capabilities and allow humans to focus on high-value tasks that require human insight, which aligns with the value of beneficence.",
"target_justification": "The comment implies that the benefits of AI taking over repetitive work will be felt by humanity as a whole, as people will be able to focus on more meaningful and impactful work."
}
```