Raw LLM Responses
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in
The value of AI isn't just finding answers faster, it's giving researchers the f…
7466591594260…
in
The industry is moving from AI hype to AI accountability. The real question was …
7465074550016…
in
IMO, Magnifica Humanitas is not simply about “AI ethics” in the usual sense. It …
7465242799047…
in
"What Terence Tao is describing isn't AI doing the mathematics; it's AI handling…
7467415654153…
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Pascal BORNET I love your posts. They're always funny and controversial enough t…
7468501330144…
in
Most of what the encyclical says is straightforward: AI systems can simulate emp…
7466400218427…
in
Interesting reality check. The conversation should move from “AI replacing human…
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Karthikkeyan Vijayan SO integrating AI is the right move. Blocking AI access to …
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Comment
Your framework elegantly explains why some AI projects deliver impressive prototypes but struggle with production deployment. Missing layers or weak connections between layers prevent scaling from capability demonstrations to business value.
LinkedIn
Workplace & Jobs
Head of GTM Smart Answering services @ SoundHou…
2026-05-25T12:2…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | beneficence |
| Secondary value | none |
| Alignment target | organisations |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The comment implies that AI systems should be designed to deliver business value, which is a key aspect of beneficence, as it promotes human wellbeing and flourishing through effective technology deployment. |
| Target justification | The comment mentions production deployment and business value, indicating that the target of AI alignment is organisations, which are the entities that deploy AI systems to achieve business goals. |
| Coded at | 2026-06-11T08:07:13Z |
Raw LLM Response
```
{
"value_primary": "beneficence",
"value_secondary": "none",
"target": "organisations",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The comment implies that AI systems should be designed to deliver business value, which is a key aspect of beneficence, as it promotes human wellbeing and flourishing through effective technology deployment.",
"target_justification": "The comment mentions production deployment and business value, indicating that the target of AI alignment is organisations, which are the entities that deploy AI systems to achieve business goals."
}
```