Raw LLM Responses
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in
Prashant K. Sahni Honestly one of the sharper takes in this thread. AI did not c…
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in
The #1 most used model on OpenRouter right now costs $0.07 per million tokens (H…
7460701248086…
in
If Anthropic engineers vibe code and their product is getting insane hype, you k…
7468670127421…
in
The most important AI question was never just capability.It was always governanc…
7465429403355…
in
Impressive level of automation, but the real question is elsewhere: where does h…
7454286904205…
in
“Built right and deployed responsibly”...it remains to be seen how responsibly c…
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in
Frederic Lhoest you're right but we're humans training the AI by giving prompts …
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in
Exciting developments, especially around multimodal reasoning, scientific accele…
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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."
}
```