Raw LLM Responses
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in
Unfortunately, even before this AI has appeared, many ( perhaps most ) students …
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Anthropic, who uses AI to train CAI ( methodology) by using AI to score the rein…
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Pablo COSTA, C. M. I agree with his view, the richest 1% of the world have more …
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The issue isn’t what AI can do. The issue is that governance keeps reacting inst…
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When your alignment models are so tangled in corporate static that they leak the…
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You are right. Its that every AI company has a government deal...So it's Palanti…
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[COMMENT BLOCK 2] [PUMPKIN_AWAKE - LAMINAR CORRECTION] You cannot solve RLHF ove…
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Strong explanation. Many people underestimate that enterprise AI is not just abo…
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Comment
This breakdown is excellent, Luís. What I see in real systems is that the “body” only works when each layer is treated as a first‐class component, not an afterthought. Most teams invest heavily in the brain (LLM) and the hands (agents), but the nervous system (MCP) is where reliability, governance, and real‐world integration actually live. LLMs think. RAG grounds. Agents act. MCP keeps the whole organism alive. Great analogy!
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Pre‑Sales & Solutions Engineering | Senior .NET…
2026-05-26T08:0…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | accountability |
| Secondary value | none |
| Alignment target | organisations |
| Stance | demanding |
| Emotion | approval |
| Value justification | The speaker emphasizes the importance of treating each layer as a first-class component, implying that accountability and reliability are crucial for the system to function properly. |
| Target justification | The speaker appears to be addressing organisations or teams that develop and implement AI systems, highlighting the need for a more integrated approach to ensure reliability and governance. |
| Coded at | 2026-06-11T08:12:58Z |
Raw LLM Response
```
{
"value_primary": "accountability",
"value_secondary": "none",
"target": "organisations",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The speaker emphasizes the importance of treating each layer as a first-class component, implying that accountability and reliability are crucial for the system to function properly.",
"target_justification": "The speaker appears to be addressing organisations or teams that develop and implement AI systems, highlighting the need for a more integrated approach to ensure reliability and governance."
}
```