Raw LLM Responses
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in
Chat gdp Ai lies and directs you away from the truth or facts while gemeni tells…
7466310554148…
in
Two years ago I proposed to go luddite in year 1 and 2 of university (pen and pa…
7463976188835…
in
Anthropic engineers shipping 8x more code proves that software development is sh…
7468667584205…
in
Summarising historical information based on meeting material and minutes and the…
7467481220487…
in
AI isn’t the threat. The people who own it are. The tech isn’t deciding anything…
7469203914278…
in
I agree. Most students are not trying to break the rules, they are trying to nav…
7466111267821…
in
The brain does crave stimulation, but we keep confusing stimulation with screen …
7464600909331…
in
Frederic Lhoest you're right but we're humans training the AI by giving prompts …
7466867891406…
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."
}
```