Raw LLM Responses
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in
AI from ChinaTM, right!When dependence becomes a strategic risk, self-reliance t…
7463584807743…
in
Aaron H Indeed it does not sure what you mean by the “handful of people” : the “…
7465288613396…
in
I converged on the community of Ai governance from a theory I formulated and I d…
7466481519231…
in
Pablo COSTA, C. M. I agree with his view, the richest 1% of the world have more …
7467496877521…
in
Hey Pascal, your thoughts on purpose and dignity in work really hit home. How do…
7463944716162…
in
As a career coach with the unemployed, clients most miss adding value, work rela…
7468738211868…
in
A few mornings ago I came across a LinkedIn Post titled: The Vatican has just pu…
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The best leaders right now are the ones who've made "cite your source and show y…
7467779330551…
Comment
Very clear and practical framing. What I like about this analogy is that it separates capability, grounding, action, and connectivity in a way that makes the stack much easier to reason about. In enterprise AI, the real value only appears when all four layers work together: an LLM without grounding can drift, an agent without guardrails can misfire, and MCP is what makes the whole system actually usable across tools and data. Great breakdown of how these pieces fit into one coherent system.
LinkedIn
Workplace & Jobs
Developer | Automotive Tech. & Software | AI / …
2026-05-25T21:5…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | beneficence |
| Secondary value | none |
| Alignment target | organisations |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The comment emphasizes the importance of all four layers working together to create a coherent and usable system, implying a desire for AI to promote human wellbeing and flourishing in an enterprise setting. |
| Target justification | The comment mentions 'enterprise AI' and discusses the value of the system in a business context, indicating that the target of the alignment is organisations. |
| Coded at | 2026-06-11T08:10:35Z |
Raw LLM Response
```
{
"value_primary": "beneficence",
"value_secondary": "none",
"target": "organisations",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The comment emphasizes the importance of all four layers working together to create a coherent and usable system, implying a desire for AI to promote human wellbeing and flourishing in an enterprise setting.",
"target_justification": "The comment mentions 'enterprise AI' and discusses the value of the system in a business context, indicating that the target of the alignment is organisations."
}
```